Walter Zhe WANG                                        
                                            王者                                    
                                                                    PhD in Building Science                            
Tsinghua University, 2017                        
                
                Assistant Professor                        
                                                                    Department of Civil and Environmental Engineering                                    
                                                        
                
            
                                                                                                                                                                                                (852) 2358 8753                            
                                                                                                                                                                                                    cezhewang@ust.hk                                                            
                                                                                                                                                                                                    Room 3564                                                            
                                                                                                                                                                Personal Web                            
                                        
                                                                                    Google Scholar                            
                                                            xN_oFzsAAAAJ                            
                        
                                                                                    ORCID                            
                                                            0000-0002-2231-1606                            
                        
                                                                                    Scopus ID                            
                                                            56176432100                            
                        
            
        
    
                                        Research Interest                Publications                    
    
                                                                        
            
        
                                                Research Interest                
                                                                                                                                                            Built environment                        
                                                                                                                                            Smart control technology                        
                                                                                                                                            Green building and sustainable development                        
                                                                                                                                            Intelligent building technologies                        
                                                                                                                                            Smart city                        
                            
        
    
                                        Publications                
                                                                                        All Years                                                            58                                                                                                                2022                                                                    0                                                                                                                        2021                                                                    12                                                                                                                        2020                                                                    17                                                                                                                        2019                                                                    12                                                                                                                        2018                                                                    9                                                                                                                        2017                                                                    1                                                                                                                                                2016                                                                                                    7                                                                                
                
                
                                                                                                                                                                                                                                
                            
                        
                                                                                                                                                                                    2021                                            12                                                                                                                                                                                                                    
                                
                                                                                                                                                                                        A synthetic building operation dataset                                                                                            
                                                                                            Scientific Data, v. 8, (1), December 2021, article number 213                                                
                                                Li, Han; Wang, Zhe; Hong, Tianzhen                                                                                        Article                                        
                                                                                                                                                                                        AlphaBuilding ResCommunity: A multi-agent virtual testbed for community-level load coordination                                                                                            
                                                                                            Advances in Applied Energy, v. 4, November 2021, article number 100061                                                
                                                Wang, Zhe; Chen, Bingqing; Li, Han; Hong, Tianzhen                                                                                        Article                                        
                                                                                                                                                                                        Characterizing patterns and variability of building electric load profiles in time and frequency domains                                                                                            
                                                                                            Applied Energy, v. 291, June 2021, article number 116721                                                
                                                Li, Han; Wang, Zhe; Hong, Tianzhen; Parker, Andrew; Neukomm, Monica                                                                                        Article                                        
                                                                                                                                                                                        Controlling distributed energy resources via deep reinforcement learning for load flexibility and energy efficiency                                                                                            
                                                                                            Applied Energy, v. 304, December 2021, article number 117733                                                
                                                Touzani, Samir; Prakash, Anand Krishnan; Wang, Zhe; Agarwal, Shreya; Pritoni, Marco; Kiran, Mariam; Brown, Richard; Granderson                                                                                        Article                                        
                                                                                                                                                                                        Energy flexibility of residential buildings: A systematic review of characterization and quantification methods and applications                                                                                            
                                                                                            Advances in Applied Energy, v. 3, August 2021, article number 100054                                                
                                                Li, Han; Wang, Zhe; Hong, Tianzhen; Piette, Mary Ann                                                                                        Article                                        
                                                                                                                                                                                        Informing the planning of rotating power outages in heat waves through data analytics of connected smart thermostats for residential buildings                                                                                            
                                                                                            Environmental Research Letters, v. 16, (7), July 2021, article number 074003                                                
                                                Wang, Zhe; Hong, Tianzhen; Li, Han                                                                                        Article                                        
                                                                                                                                                                                        Intersecting heuristic adaptive strategies, building design and energy saving intentions when facing discomfort environment: A cross-country analysis                                                                                            
                                                                                            Building and Environment, v. 204, October 2021, article number 108129                                                
                                                Chen, Chien Fei; De Simone, Marilena; Yilmaz, Selin; Xu, Xiaojing; Wang, Zhe; Hong, Tianzhen; Pan, Yiqun                                                                                        Article                                        
                                                                                                                                                                                        Modeling solar radiation on a human body indoors by a novel mathematical model                                                                                            
                                                                                            Building and Environment, v. 187, January 2021, article number 107421                                                
                                                He, Yingdong; Arens, Edward; Li, Nianping; Wang, Zhe; Zhang, Hui; A, Yongga; Yuan, Chenzhang                                                                                        Article                                        
                                                                                                                                                                                        Occupant-Centric key performance indicators to inform building design and operations                                                                                            
                                                                                            Journal of Building Performance Simulation, 7 February 2021                                                
                                                Li, Han; Wang, Zhe; Hong, Tianzhen                                                                                        Article                                        
                                                                                                                                                                                        Occupants’ satisfaction with LEED- and non-LEED-certified apartments using social media data                                                                                            
                                                                                            Building and Environment, v. 206, December 2021, article number 108288                                                
                                                Guo, Xingtong; Lee, Kyumin; Wang, Zhe; Liu, Shichao                                                                                        Article                                        
                                                                                                                                                                                        Predicting city-scale daily electricity consumption using data-driven models                                                                                            
                                                                                            Advances in Applied Energy, v. 2, May 2021, article number 100025                                                
                                                Wang, Zhe; Hong, Tianzhen; Li, Han; Piette, Mary Ann                                                                                        Article                                        
                                                                                                                                                                                        Quantification on fuel cell degradation and techno-economic analysis of a hydrogen-based grid-interactive residential energy sharing network with fuel-cell-powered vehicles                                                                                            
                                                                                            Applied Energy, v. 303, December 2021, article number 117444                                                
                                                He, Yingdong; Zhou, Yuekuan; Wang, Zhe; Liu, Jia; Liu, Zhengxuan; Zhang, Zhengxuan                                                                                        Article                                        
                            
                                                                                                                                                                                    2020                                            17                                                                                                                                                                                                                    
                                
                                                                                                                                                                                        A review of operational energy consumption calculation method for urban buildings                                                                                            
                                                                                            Building Simulation, v. 13, (4), April 2020, p. 739-751                                                
                                                Li, Ziwei; Lin, Borong; Zheng, Shanwen; Liu, Yanchen; Wang, Zhe; Dai, Jian                                                                                        Article                                        
                                                                                                                                                                                        Artificial Intelligence for Efficient Thermal Comfort Systems: Requirements, Current Applications and Future Directions                                                                                            
                                                                                            Frontiers in Built Environment, v. 6, April 2020, article number 49                                                
                                                Ghahramani, Ail; Galicia, Parson; Lehrer, David; Varghese, Zubin; Wang, Zhe; Pandit, Yogesh                                                                                        Article                                        
                                                                                                                                                                                        Building thermal load prediction through shallow machine learning and deep learning                                                                                            
                                                                                            Applied Energy, v. 263, April 2020, article number 114683                                                
                                                Wang, Zhe; Hong, Tianzhen; Piette, Mary Ann                                                                                        Article                                        
                                                                                                                                                                                        Development of a health data-driven model for a thermal comfort study                                                                                            
                                                                                            Building and Environment, v. 177, June 2020, article number 106874                                                
                                                Jiang, Yi; Wang, Zhe; Lin, Borong; Mumovic, Dejan                                                                                        Article                                        
                                                                                                                                                                                        Dimension analysis of subjective thermal comfort metrics based on ASHRAE Global Thermal Comfort Database using machine learning                                                                                            
                                                                                            Journal of Building Engineering, v. 29, May 2020, article number 101120                                                
                                                Wang, Zhe; Wang, Jingyi; He, Yueer; Liu, Yanchen; Lin, Borong; Hong, Tianzhen                                                                                        Article                                        
                                                                                                                                                                                        Evaluating the comfort of thermally dynamic wearable devices                                                                                            
                                                                                            Building and Environment, v. 167, January 2020, article number 106443                                                
                                                Wang, Zhe; Warren, Kristen; Luo, Maohui; He, Xuchen; Zhang, Hui; Arens, Edward; Chen, Wenhua; He, Yingdon; Hu, Yunpeng; Jin, Ling; Liu, Shichao; Cohen-Tanugi, David; Smith, Matthew J.                                                                                        Article                                        
                                                                                                                                                                                        Generating realistic building electrical load profiles through the Generative Adversarial Network (GAN)                                                                                            
                                                                                            Energy and Buildings, v. 224, October 2020, article number 110299                                                
                                                Wang, Zhe; Hong, Tianzhen                                                                                        Article                                        
                                                                                                                                                                                        Generation and representation of synthetic smart meter data                                                                                            
                                                                                            Building Simulation, v. 13, (6), December 2020, p. 1205-1220                                                
                                                Hong, Tianzhen; Macumber, Daniel; Li, Han; Fleming, Katherine; Wang, Zhe                                                                                        Article                                        
                                                                                                                                                                                        High-density thermal sensitivity maps of the human body                                                                                            
                                                                                            Building and Environment, v. 167, January 2020, article number 106435                                                
                                                Luo, Maohui; Wang, Zhe; Zhang, Hui; Arens, Edward; Filingeri, Davide; Jin, Ling; Ghahramani, Ali; Chen, Wenhua; He, Yingdong; Si, Binghui                                                                                        Article                                        
                                                                                                                                                                                        Learning occupants’ indoor comfort temperature through a Bayesian inference approach for office buildings in United States                                                                                            
                                                                                            Renewable and Sustainable Energy Reviews, v. 119, March 2020, article number 109593                                                
                                                Wang, Zhe; Hong, Tianzhen                                                                                        Article                                        
                                                                                                                                                                                        Linking human-building interactions in shared offices with personality traits                                                                                            
                                                                                            Building and Environment, v. 170, March 2020, article number 106602                                                
                                                Hong, Tianzhen; Chen, Chien-fei; Wang, Zhe; Xu, Xiaojing                                                                                        Article                                        
                                                                                                                                                                                        Predicted percentage dissatisfied with vertical temperature gradient                                                                                            
                                                                                            Energy and Buildings, v. 220, August 2020, article number 110085                                                
                                                Liu, Shichao; Wang, Zhe; Schiavon, Stefano; He, Yingdong; Luo, Maohui; Zhang, Hui; Arens, Edward                                                                                        Article                                        
                                                                                                                                                                                        Reinforcement learning for building controls: The opportunities and challenges                                                                                            
                                                                                            Applied Energy, v. 269, July 2020, article number 115036                                                
                                                Wang, Zhe; Hong, Tianzhen                                                                                        Article                                        
                                                                                                                                                                                        Revisiting individual and group differences in thermal comfort based on ASHRAE database                                                                                            
                                                                                            Energy and Buildings, v. 219, July 2020, article number 110017                                                
                                                Wang, Zhe; Zhang, Hui; He, Yingdong; Luo, Maohui; Li, Ziwei; Hong, Tianzhen; Lin, Borong                                                                                        Article                                        
                                                                                                                                                                                        State-of-the-art on research and applications of machine learning in the building life cycle                                                                                            
                                                                                            Energy and Buildings, v. 212, April 2020, article number 109831                                                
                                                Hong, Tianzhen; Wang, Zhe; Luo, Xuan; Zhang, Wanni                                                                                        Article                                        
                                                                                                                                                                                        Effective Missing Value Imputation Methods for Building Monitoring Data                                                                                            
                                                                                            Proceedings - 2020 IEEE International Conference on Big Data, BigData 2020 / IEEE. Piscataway, NJ : IEEE, 2020, p. 2866-2875                                                
                                                Cho, Brain; Dayrit, Teresa; Gao, Yuan; Wang, Zhe; Hong, Tianzhen; Sim, Alex; Wu, Kesheng                                                                                        Conference paper                                        
                                                                                                                                                                                        Towards Off-policy Evaluation as a Prerequisite for Real-world Reinforcement Learning in Building Control                                                                                            
                                                                                            RLEM'20: Proceedings of the 1st International Workshop on Reinforcement Learning for Energy Management in Buildings & Cities / Association for Computing Machinery. New York : Association for Computing Machinery, 2020, p. 52-56                                                
                                                Chen, Bingqing; Jin, Ming; Wang, Zhe; Hong, Tianzhen; Bergés, Mario                                                                                        Conference paper                                        
                            
                                                                                                                                                                                    2019                                            12                                                                                                                                                                                                                    
                                
                                                                                                                                                                                        A review of operating performance in green buildings: Energy use, indoor environmental quality and occupant satisfaction                                                                                            
                                                                                            Energy and Buildings, v. 183, January 2019, p. 500-514                                                
                                                Geng, Yang; Ji, Wenjie; Wang, Zhe; Lin, Borong; Zhu, Yingxin                                                                                        Article                                        
                                                                                                                                                                                        A theoretical fundamental investigation on boilers equipped with vapor-pump system for Flue-Gas Heat and Moisture Recovery                                                                                            
                                                                                            Energy, v. 171, March 2019, p. 956-970                                                
                                                Wang, Jingyi; Hua, Jing; Fu, Lin; Wang, Zhe; Zhang, Shigang                                                                                        Article                                        
                                                                                                                                                                                        Buildings.Occupants: a Modelica package for modelling occupant behaviour in buildings                                                                                            
                                                                                            Journal of Building Performance Simulation, v. 12, (4), July 2019, p. 433-444                                                
                                                Wang, Zhe; Hong, Tianzhen; Jia, Ruoxi                                                                                        Article                                        
                                                                                                                                                                                        Data fusion in predicting internal heat gains for office buildings through a deep learning approach                                                                                            
                                                                                            Applied Energy, v. 240, April 2019, p. 386-398                                                
                                                Wang, Zhe; Hong, Tianzhen; Piette, Mary Ann                                                                                        Article                                        
                                                                                                                                                                                        Inferring occupant counts from Wi-Fi data in buildings through machine learning                                                                                            
                                                                                            Building and Environment, v. 158, July 2019, p. 281-294                                                
                                                Wang, Zhe; Hong, Tianzhen; Piette, Mary Ann; Pritoni, Marco                                                                                        Article                                        
                                                                                                                                                                                        Key issues and novel optimization approaches of industrial waste heat recovery in district heating systems                                                                                            
                                                                                            Energy, v. 188, December 2019, article number 116005                                                
                                                Wang, Jingyi; Wang, Zhe; Zhou, Ding; Sun, Kaiyu                                                                                        Article                                        
                                                                                                                                                                                        Predicting older people's thermal sensation in building environment through a machine learning approach: Modelling, interpretation, and application                                                                                            
                                                                                            Building and Environment, v. 161, August 2019, article number 106231                                                
                                                Wang, Zi; Yu, Hang; Luo, Maohui; Wang, Zhe; Zhang, Hui; Jiao, Yu                                                                                        Article                                        
                                                                                                                                                                                        Predicting plug loads with occupant count data through a deep learning approach                                                                                            
                                                                                            Energy, v. 181, August 2019, p. 29-42                                                
                                                Wang, Zhe; Hong, Tianzhen; Piette, Mary Ann                                                                                        Article                                        
                                                                                                                                                                                        Review of fan-use rates in field studies and their effects on thermal comfort, energy conservation, and human productivity                                                                                            
                                                                                            Energy and Buildings, v. 194, July 2019, p. 140-162                                                
                                                He, Yingdong; Chen, Wenhua; Wang, Zhe; Zhang, Hui                                                                                        Article                                        
                                                                                                                                                                                        Review of thermal comfort infused with the latest big data and modeling progresses in public health                                                                                            
                                                                                            Building and Environment, v. 164, October 2019, article number 106336                                                
                                                Jiang, Yi; Luo, Ziqiang; Wang, Zhe; Lin, Borong                                                                                        Article                                        
                                                                                                                                                                                        The Squeaky wheel: Machine learning for anomaly detection in subjective thermal comfort votes                                                                                            
                                                                                            Building and Environment, v. 151, March 2019, p. 219-227                                                
                                                Wang, Zhe; Parkinson, Thomas; Li, Peixian; Lin, Borong; Hong, Tianzhen                                                                                        Article                                        
                                                                                                                                                                                        The time-scale of thermal comfort adaptation in heated and unheated buildings                                                                                            
                                                                                            Building and Environment, v. 151, March 2019, p. 175-186                                                
                                                Luo, Maohui; Ke, Zhihao; Ji, Wenjie; Wang, Zhe; Cao, Bin; Zhou, Xiang; Zhu, Yingxin                                                                                        Article                                        
                            
                                                                                                                                                                                    2018                                            9                                                                                                                                                                                                                    
                                
                                                                                                                                                                                        A model to compare convective and radiant heating systems for intermittent space heating                                                                                            
                                                                                            Applied Energy, v. 215, April 2018, p. 211-226                                                
                                                Wang, Zhe; Luo, Maohui; Geng, Yang; Lin, Borong; Zhu, Yingxin                                                                                        Article                                        
                                                                                                                                                                                        Human metabolic rate and thermal comfort in buildings: The problem and challenge                                                                                            
                                                                                            Building and Environment, v. 131, March 2018, p. 44-52                                                
                                                Luo, Maohui; Wang, Zhe; Ke, Kevin; Cao, Bin; Zhai, Yongchao; Zhou, Xiang                                                                                        Article                                        
                                                                                                                                                                                        Individual difference in thermal comfort: A literature review                                                                                            
                                                                                            Building and Environment, v. 138, June 2018, p. 181-193                                                
                                                Wang, Zhe; de Dear, Richard; Luo, Maohui; Lin, Borong; He, Yingdong; Ghahramani, Ail; Zhu, Yingxin                                                                                        Article                                        
                                                                                                                                                                                        Indoor climate experience, migration, and thermal comfort expectation in buildings                                                                                            
                                                                                            Building and Environment, v. 141, August 2018, p. 262-272                                                
                                                Luo, Maohui; Wang, Zhe; Brager, Gail; Cao, Bin; Zhu, Yingxin                                                                                        Article                                        
                                                                                                                                                                                        Investigation on the Indoor Environment Quality of health care facilities in China                                                                                            
                                                                                            Building and Environment, v. 141, August 2018, p. 273-287                                                
                                                Liu, Yanchen; Wang, Zhe; Zhang, Zhongchen; Hong, Jiajie; Lin, Borong                                                                                        Article                                        
                                                                                                                                                                                        Occupant satisfaction in Three-Star-certified office buildings based on comparative study using LEED and BREEAM                                                                                            
                                                                                            Building and Environment, v. 132, March 2018, p. 1-10                                                
                                                Liu, Yanchen; Wang, Zhe; Lin, Borong; Hong, Jiajie; Zhu, Yingxin                                                                                        Article                                        
                                                                                                                                                                                        The uncertainty of subjective thermal comfort measurement                                                                                            
                                                                                            Energy and Buildings, v. 181, December 2018, p. 38-49                                                
                                                Wang, Jingyi; Wang, Zhe; de Dear, Richard; Luo, Maohui; Ghahramani, Ail; Lin, Borong                                                                                        Article                                        
                                                                                                                                                                                        Thermal comfort evaluated for combinations of energy-efficient personal heating and cooling devices                                                                                            
                                                                                            Building and Environment, v. 143, October 2018, p. 206-216                                                
                                                Luo, Maohui; Arens, Edward; Zhang, Hui; Ghahramani, Ail; Wang, Zhe                                                                                        Article                                        
                                                                                                                                                                                        Towards a framework to evaluate the ‘total’ performance of buildings                                                                                            
                                                                                            Building Services Engineering Research and Technology, v. 39, (5), September 2018, p. 609-631                                                
                                                Taylor, Jonathon; Liu, Yanchen; Lin, Borong; Burman, Esfand; Hong, Sung Min; Yu, Juan; Wang, Zhe; Mumovic, Dejan; Shrubsole, Clive; Vermeer, Daan; Davies, Mike                                                                                        Article                                        
                            
                                                                                                                                                                                    2017                                            1                                                                                                                                                                                                                    
                                
                                                                                                                                                                                        Impact of individual IEQ factors on passengers' overall satisfaction in Chinese airport terminals                                                                                            
                                                                                            Building and Environment, v. 112, February 2017, p. 241-249                                                
                                                Geng, Yang; Yu, Juan; Lin, Borong; Wang, Zhe; Huang, Yenhsiang                                                                                        Article                                        
                            
                                                                                                                                                                                    2016                                            3                                                                                                                                                                                                                    
                                
                                                                                                                                                                                        Evaluation and comparison of thermal comfort of convective and radiant heating terminals in office buildings                                                                                            
                                                                                            Building and Environment, v. 106, September 2016, p. 91-102                                                
                                                Lin, Borong; Wang, Zhe; Sun, Hongli; Zhu, Yingxin; Ouyang, Qin                                                                                        Article                                        
                                                                                                                                                                                        Investigation of winter indoor thermal environment and heating demand of urban residential buildings in China's hot summer - Cold winter climate region                                                                                            
                                                                                            Building and Environment, v. 101, May 2016, p. 9-18                                                
                                                Lin, Borong; Wang, Zhe; Liu, Yanchen; Zhu, Yingxin; Ouyang, Qin                                                                                        Article                                        
                                                                                                                                                                                        Measured energy use and indoor environment quality in green office buildings in China                                                                                            
                                                                                            Energy and Buildings, v. 129, October 2016, p. 9-18                                                
                                                Lin, Borong; Liu, Yanchen; Wang, Zhe; Pei, Zufeng; Davies, Mike                                                                                        Article                                        
                            
                                                                                                                                                                                    2015                                            4                                                                                                                                                                                                                    
                                
                                                                                                                                                                                        Investigation of indoor environment quality of Chinese large-hub airport terminal buildings through longitudinal field measurement and subjective survey                                                                                            
                                                                                            Building and Environment, v. 94, (Part 2), December 2015, p. 593-605                                                
                                                Wang, Zhe; Zhao, Haitian; Lin, Borong; Zhu, Yingxin; Ouyang, Qin; Yu, Juan                                                                                        Article                                        
                                                                                                                                                                                        Modeling and measurement study on an intermittent heating system of a residence in Cambridgeshire                                                                                            
                                                                                            Building and Environment, v. 93, October 2015, p. 380-386                                                
                                                Wang, Zhe; Lin, Borong; Zhu, Yingxin                                                                                        Article                                        
                                                                                                                                                                                        Rational selection of heating temperature set points for China's hotsummer - Cold winter climatic region                                                                                            
                                                                                            Building and Environment, v. 93, (Part 2), November 2015, p. 63-70                                                
                                                Wang, Zhe; de Dear, Richard; Lin, Borong; Zhu, Yingxin; Ouyang, Qin                                                                                        Article                                        
                                                                                                                                                                                        Residential heating energy consumption modeling through a bottom-up approach for China's Hot Summer-Cold Winter climatic region                                                                                            
                                                                                            Energy and Buildings, v. 109, December 2015, p. 65-74                                                
                                                Wang, Zhe; Zhao, Zhen; Lin, Borong; Zhu, Yingxin; Ouyang, Qin                                                                                        Article                                        
                            
                    
                                                                                                                                                                                                                                            
                                
                            
                                                                                                                                                                                                        Article                                                12                                                                                                                                                                                                                                        
                                    
                                                                                                                                                                                        A synthetic building operation dataset                                                                                            
                                                                                            Scientific Data, v. 8, (1), December 2021, article number 213                                                
                                                Li, Han; Wang, Zhe; Hong, Tianzhen                                                                                    
                                                                                                                                                                                        AlphaBuilding ResCommunity: A multi-agent virtual testbed for community-level load coordination                                                                                            
                                                                                            Advances in Applied Energy, v. 4, November 2021, article number 100061                                                
                                                Wang, Zhe; Chen, Bingqing; Li, Han; Hong, Tianzhen                                                                                    
                                                                                                                                                                                        Characterizing patterns and variability of building electric load profiles in time and frequency domains                                                                                            
                                                                                            Applied Energy, v. 291, June 2021, article number 116721                                                
                                                Li, Han; Wang, Zhe; Hong, Tianzhen; Parker, Andrew; Neukomm, Monica                                                                                    
                                                                                                                                                                                        Controlling distributed energy resources via deep reinforcement learning for load flexibility and energy efficiency                                                                                            
                                                                                            Applied Energy, v. 304, December 2021, article number 117733                                                
                                                Touzani, Samir; Prakash, Anand Krishnan; Wang, Zhe; Agarwal, Shreya; Pritoni, Marco; Kiran, Mariam; Brown, Richard; Granderson                                                                                    
                                                                                                                                                                                        Energy flexibility of residential buildings: A systematic review of characterization and quantification methods and applications                                                                                            
                                                                                            Advances in Applied Energy, v. 3, August 2021, article number 100054                                                
                                                Li, Han; Wang, Zhe; Hong, Tianzhen; Piette, Mary Ann                                                                                    
                                                                                                                                                                                        Informing the planning of rotating power outages in heat waves through data analytics of connected smart thermostats for residential buildings                                                                                            
                                                                                            Environmental Research Letters, v. 16, (7), July 2021, article number 074003                                                
                                                Wang, Zhe; Hong, Tianzhen; Li, Han                                                                                    
                                                                                                                                                                                        Intersecting heuristic adaptive strategies, building design and energy saving intentions when facing discomfort environment: A cross-country analysis                                                                                            
                                                                                            Building and Environment, v. 204, October 2021, article number 108129                                                
                                                Chen, Chien Fei; De Simone, Marilena; Yilmaz, Selin; Xu, Xiaojing; Wang, Zhe; Hong, Tianzhen; Pan, Yiqun                                                                                    
                                                                                                                                                                                        Modeling solar radiation on a human body indoors by a novel mathematical model                                                                                            
                                                                                            Building and Environment, v. 187, January 2021, article number 107421                                                
                                                He, Yingdong; Arens, Edward; Li, Nianping; Wang, Zhe; Zhang, Hui; A, Yongga; Yuan, Chenzhang                                                                                    
                                                                                                                                                                                        Occupant-Centric key performance indicators to inform building design and operations                                                                                            
                                                                                            Journal of Building Performance Simulation, 7 February 2021                                                
                                                Li, Han; Wang, Zhe; Hong, Tianzhen                                                                                    
                                                                                                                                                                                        Occupants’ satisfaction with LEED- and non-LEED-certified apartments using social media data                                                                                            
                                                                                            Building and Environment, v. 206, December 2021, article number 108288                                                
                                                Guo, Xingtong; Lee, Kyumin; Wang, Zhe; Liu, Shichao                                                                                    
                                                                                                                                                                                        Predicting city-scale daily electricity consumption using data-driven models                                                                                            
                                                                                            Advances in Applied Energy, v. 2, May 2021, article number 100025                                                
                                                Wang, Zhe; Hong, Tianzhen; Li, Han; Piette, Mary Ann                                                                                    
                                                                                                                                                                                        Quantification on fuel cell degradation and techno-economic analysis of a hydrogen-based grid-interactive residential energy sharing network with fuel-cell-powered vehicles                                                                                            
                                                                                            Applied Energy, v. 303, December 2021, article number 117444                                                
                                                He, Yingdong; Zhou, Yuekuan; Wang, Zhe; Liu, Jia; Liu, Zhengxuan; Zhang, Zhengxuan                                                                                    
                                
                        
                                                                                                                                                                                                                                            
                                
                            
                                                                                                                                                                                                        Article                                                15                                                                                                                                                                                                                                        
                                    
                                                                                                                                                                                        A review of operational energy consumption calculation method for urban buildings                                                                                            
                                                                                            Building Simulation, v. 13, (4), April 2020, p. 739-751                                                
                                                Li, Ziwei; Lin, Borong; Zheng, Shanwen; Liu, Yanchen; Wang, Zhe; Dai, Jian                                                                                    
                                                                                                                                                                                        Artificial Intelligence for Efficient Thermal Comfort Systems: Requirements, Current Applications and Future Directions                                                                                            
                                                                                            Frontiers in Built Environment, v. 6, April 2020, article number 49                                                
                                                Ghahramani, Ail; Galicia, Parson; Lehrer, David; Varghese, Zubin; Wang, Zhe; Pandit, Yogesh                                                                                    
                                                                                                                                                                                        Building thermal load prediction through shallow machine learning and deep learning                                                                                            
                                                                                            Applied Energy, v. 263, April 2020, article number 114683                                                
                                                Wang, Zhe; Hong, Tianzhen; Piette, Mary Ann                                                                                    
                                                                                                                                                                                        Development of a health data-driven model for a thermal comfort study                                                                                            
                                                                                            Building and Environment, v. 177, June 2020, article number 106874                                                
                                                Jiang, Yi; Wang, Zhe; Lin, Borong; Mumovic, Dejan                                                                                    
                                                                                                                                                                                        Dimension analysis of subjective thermal comfort metrics based on ASHRAE Global Thermal Comfort Database using machine learning                                                                                            
                                                                                            Journal of Building Engineering, v. 29, May 2020, article number 101120                                                
                                                Wang, Zhe; Wang, Jingyi; He, Yueer; Liu, Yanchen; Lin, Borong; Hong, Tianzhen                                                                                    
                                                                                                                                                                                        Evaluating the comfort of thermally dynamic wearable devices                                                                                            
                                                                                            Building and Environment, v. 167, January 2020, article number 106443                                                
                                                Wang, Zhe; Warren, Kristen; Luo, Maohui; He, Xuchen; Zhang, Hui; Arens, Edward; Chen, Wenhua; He, Yingdon; Hu, Yunpeng; Jin, Ling; Liu, Shichao; Cohen-Tanugi, David; Smith, Matthew J.                                                                                    
                                                                                                                                                                                        Generating realistic building electrical load profiles through the Generative Adversarial Network (GAN)                                                                                            
                                                                                            Energy and Buildings, v. 224, October 2020, article number 110299                                                
                                                Wang, Zhe; Hong, Tianzhen                                                                                    
                                                                                                                                                                                        Generation and representation of synthetic smart meter data                                                                                            
                                                                                            Building Simulation, v. 13, (6), December 2020, p. 1205-1220                                                
                                                Hong, Tianzhen; Macumber, Daniel; Li, Han; Fleming, Katherine; Wang, Zhe                                                                                    
                                                                                                                                                                                        High-density thermal sensitivity maps of the human body                                                                                            
                                                                                            Building and Environment, v. 167, January 2020, article number 106435                                                
                                                Luo, Maohui; Wang, Zhe; Zhang, Hui; Arens, Edward; Filingeri, Davide; Jin, Ling; Ghahramani, Ali; Chen, Wenhua; He, Yingdong; Si, Binghui                                                                                    
                                                                                                                                                                                        Learning occupants’ indoor comfort temperature through a Bayesian inference approach for office buildings in United States                                                                                            
                                                                                            Renewable and Sustainable Energy Reviews, v. 119, March 2020, article number 109593                                                
                                                Wang, Zhe; Hong, Tianzhen                                                                                    
                                                                                                                                                                                        Linking human-building interactions in shared offices with personality traits                                                                                            
                                                                                            Building and Environment, v. 170, March 2020, article number 106602                                                
                                                Hong, Tianzhen; Chen, Chien-fei; Wang, Zhe; Xu, Xiaojing                                                                                    
                                                                                                                                                                                        Predicted percentage dissatisfied with vertical temperature gradient                                                                                            
                                                                                            Energy and Buildings, v. 220, August 2020, article number 110085                                                
                                                Liu, Shichao; Wang, Zhe; Schiavon, Stefano; He, Yingdong; Luo, Maohui; Zhang, Hui; Arens, Edward                                                                                    
                                                                                                                                                                                        Reinforcement learning for building controls: The opportunities and challenges                                                                                            
                                                                                            Applied Energy, v. 269, July 2020, article number 115036                                                
                                                Wang, Zhe; Hong, Tianzhen                                                                                    
                                                                                                                                                                                        Revisiting individual and group differences in thermal comfort based on ASHRAE database                                                                                            
                                                                                            Energy and Buildings, v. 219, July 2020, article number 110017                                                
                                                Wang, Zhe; Zhang, Hui; He, Yingdong; Luo, Maohui; Li, Ziwei; Hong, Tianzhen; Lin, Borong                                                                                    
                                                                                                                                                                                        State-of-the-art on research and applications of machine learning in the building life cycle                                                                                            
                                                                                            Energy and Buildings, v. 212, April 2020, article number 109831                                                
                                                Hong, Tianzhen; Wang, Zhe; Luo, Xuan; Zhang, Wanni                                                                                    
                                
                                                                                                                                                                                                        Conference paper                                                2                                                                                                                                                                                                                                        
                                    
                                                                                                                                                                                        Effective Missing Value Imputation Methods for Building Monitoring Data                                                                                            
                                                                                            Proceedings - 2020 IEEE International Conference on Big Data, BigData 2020 / IEEE. Piscataway, NJ : IEEE, 2020, p. 2866-2875                                                
                                                Cho, Brain; Dayrit, Teresa; Gao, Yuan; Wang, Zhe; Hong, Tianzhen; Sim, Alex; Wu, Kesheng                                                                                    
                                                                                                                                                                                        Towards Off-policy Evaluation as a Prerequisite for Real-world Reinforcement Learning in Building Control                                                                                            
                                                                                            RLEM'20: Proceedings of the 1st International Workshop on Reinforcement Learning for Energy Management in Buildings & Cities / Association for Computing Machinery. New York : Association for Computing Machinery, 2020, p. 52-56                                                
                                                Chen, Bingqing; Jin, Ming; Wang, Zhe; Hong, Tianzhen; Bergés, Mario                                                                                    
                                
                        
                                                                                                                                                                                                                                            
                                
                            
                                                                                                                                                                                                        Article                                                12                                                                                                                                                                                                                                        
                                    
                                                                                                                                                                                        A review of operating performance in green buildings: Energy use, indoor environmental quality and occupant satisfaction                                                                                            
                                                                                            Energy and Buildings, v. 183, January 2019, p. 500-514                                                
                                                Geng, Yang; Ji, Wenjie; Wang, Zhe; Lin, Borong; Zhu, Yingxin                                                                                    
                                                                                                                                                                                        A theoretical fundamental investigation on boilers equipped with vapor-pump system for Flue-Gas Heat and Moisture Recovery                                                                                            
                                                                                            Energy, v. 171, March 2019, p. 956-970                                                
                                                Wang, Jingyi; Hua, Jing; Fu, Lin; Wang, Zhe; Zhang, Shigang                                                                                    
                                                                                                                                                                                        Buildings.Occupants: a Modelica package for modelling occupant behaviour in buildings                                                                                            
                                                                                            Journal of Building Performance Simulation, v. 12, (4), July 2019, p. 433-444                                                
                                                Wang, Zhe; Hong, Tianzhen; Jia, Ruoxi                                                                                    
                                                                                                                                                                                        Data fusion in predicting internal heat gains for office buildings through a deep learning approach                                                                                            
                                                                                            Applied Energy, v. 240, April 2019, p. 386-398                                                
                                                Wang, Zhe; Hong, Tianzhen; Piette, Mary Ann                                                                                    
                                                                                                                                                                                        Inferring occupant counts from Wi-Fi data in buildings through machine learning                                                                                            
                                                                                            Building and Environment, v. 158, July 2019, p. 281-294                                                
                                                Wang, Zhe; Hong, Tianzhen; Piette, Mary Ann; Pritoni, Marco                                                                                    
                                                                                                                                                                                        Key issues and novel optimization approaches of industrial waste heat recovery in district heating systems                                                                                            
                                                                                            Energy, v. 188, December 2019, article number 116005                                                
                                                Wang, Jingyi; Wang, Zhe; Zhou, Ding; Sun, Kaiyu                                                                                    
                                                                                                                                                                                        Predicting older people's thermal sensation in building environment through a machine learning approach: Modelling, interpretation, and application                                                                                            
                                                                                            Building and Environment, v. 161, August 2019, article number 106231                                                
                                                Wang, Zi; Yu, Hang; Luo, Maohui; Wang, Zhe; Zhang, Hui; Jiao, Yu                                                                                    
                                                                                                                                                                                        Predicting plug loads with occupant count data through a deep learning approach                                                                                            
                                                                                            Energy, v. 181, August 2019, p. 29-42                                                
                                                Wang, Zhe; Hong, Tianzhen; Piette, Mary Ann                                                                                    
                                                                                                                                                                                        Review of fan-use rates in field studies and their effects on thermal comfort, energy conservation, and human productivity                                                                                            
                                                                                            Energy and Buildings, v. 194, July 2019, p. 140-162                                                
                                                He, Yingdong; Chen, Wenhua; Wang, Zhe; Zhang, Hui                                                                                    
                                                                                                                                                                                        Review of thermal comfort infused with the latest big data and modeling progresses in public health                                                                                            
                                                                                            Building and Environment, v. 164, October 2019, article number 106336                                                
                                                Jiang, Yi; Luo, Ziqiang; Wang, Zhe; Lin, Borong                                                                                    
                                                                                                                                                                                        The Squeaky wheel: Machine learning for anomaly detection in subjective thermal comfort votes                                                                                            
                                                                                            Building and Environment, v. 151, March 2019, p. 219-227                                                
                                                Wang, Zhe; Parkinson, Thomas; Li, Peixian; Lin, Borong; Hong, Tianzhen                                                                                    
                                                                                                                                                                                        The time-scale of thermal comfort adaptation in heated and unheated buildings                                                                                            
                                                                                            Building and Environment, v. 151, March 2019, p. 175-186                                                
                                                Luo, Maohui; Ke, Zhihao; Ji, Wenjie; Wang, Zhe; Cao, Bin; Zhou, Xiang; Zhu, Yingxin                                                                                    
                                
                        
                                                                                                                                                                                                                                            
                                
                            
                                                                                                                                                                                                        Article                                                9                                                                                                                                                                                                                                        
                                    
                                                                                                                                                                                        A model to compare convective and radiant heating systems for intermittent space heating                                                                                            
                                                                                            Applied Energy, v. 215, April 2018, p. 211-226                                                
                                                Wang, Zhe; Luo, Maohui; Geng, Yang; Lin, Borong; Zhu, Yingxin                                                                                    
                                                                                                                                                                                        Human metabolic rate and thermal comfort in buildings: The problem and challenge                                                                                            
                                                                                            Building and Environment, v. 131, March 2018, p. 44-52                                                
                                                Luo, Maohui; Wang, Zhe; Ke, Kevin; Cao, Bin; Zhai, Yongchao; Zhou, Xiang                                                                                    
                                                                                                                                                                                        Individual difference in thermal comfort: A literature review                                                                                            
                                                                                            Building and Environment, v. 138, June 2018, p. 181-193                                                
                                                Wang, Zhe; de Dear, Richard; Luo, Maohui; Lin, Borong; He, Yingdong; Ghahramani, Ail; Zhu, Yingxin                                                                                    
                                                                                                                                                                                        Indoor climate experience, migration, and thermal comfort expectation in buildings                                                                                            
                                                                                            Building and Environment, v. 141, August 2018, p. 262-272                                                
                                                Luo, Maohui; Wang, Zhe; Brager, Gail; Cao, Bin; Zhu, Yingxin                                                                                    
                                                                                                                                                                                        Investigation on the Indoor Environment Quality of health care facilities in China                                                                                            
                                                                                            Building and Environment, v. 141, August 2018, p. 273-287                                                
                                                Liu, Yanchen; Wang, Zhe; Zhang, Zhongchen; Hong, Jiajie; Lin, Borong                                                                                    
                                                                                                                                                                                        Occupant satisfaction in Three-Star-certified office buildings based on comparative study using LEED and BREEAM                                                                                            
                                                                                            Building and Environment, v. 132, March 2018, p. 1-10                                                
                                                Liu, Yanchen; Wang, Zhe; Lin, Borong; Hong, Jiajie; Zhu, Yingxin                                                                                    
                                                                                                                                                                                        The uncertainty of subjective thermal comfort measurement                                                                                            
                                                                                            Energy and Buildings, v. 181, December 2018, p. 38-49                                                
                                                Wang, Jingyi; Wang, Zhe; de Dear, Richard; Luo, Maohui; Ghahramani, Ail; Lin, Borong                                                                                    
                                                                                                                                                                                        Thermal comfort evaluated for combinations of energy-efficient personal heating and cooling devices                                                                                            
                                                                                            Building and Environment, v. 143, October 2018, p. 206-216                                                
                                                Luo, Maohui; Arens, Edward; Zhang, Hui; Ghahramani, Ail; Wang, Zhe                                                                                    
                                                                                                                                                                                        Towards a framework to evaluate the ‘total’ performance of buildings                                                                                            
                                                                                            Building Services Engineering Research and Technology, v. 39, (5), September 2018, p. 609-631                                                
                                                Taylor, Jonathon; Liu, Yanchen; Lin, Borong; Burman, Esfand; Hong, Sung Min; Yu, Juan; Wang, Zhe; Mumovic, Dejan; Shrubsole, Clive; Vermeer, Daan; Davies, Mike                                                                                    
                                
                        
                                                                                                                                                                                                                                            
                                
                            
                                                                                                                                                                                                        Article                                                1                                                                                                                                                                                                                                        
                                    
                                                                                                                                                                                        Impact of individual IEQ factors on passengers' overall satisfaction in Chinese airport terminals                                                                                            
                                                                                            Building and Environment, v. 112, February 2017, p. 241-249                                                
                                                Geng, Yang; Yu, Juan; Lin, Borong; Wang, Zhe; Huang, Yenhsiang                                                                                    
                                
                        
                                                                                                                                                                                                                                            
                                
                            
                                                                                                                                                                                                        Article                                                3                                                                                                                                                                                                                                        
                                    
                                                                                                                                                                                        Evaluation and comparison of thermal comfort of convective and radiant heating terminals in office buildings                                                                                            
                                                                                            Building and Environment, v. 106, September 2016, p. 91-102                                                
                                                Lin, Borong; Wang, Zhe; Sun, Hongli; Zhu, Yingxin; Ouyang, Qin                                                                                    
                                                                                                                                                                                        Investigation of winter indoor thermal environment and heating demand of urban residential buildings in China's hot summer - Cold winter climate region                                                                                            
                                                                                            Building and Environment, v. 101, May 2016, p. 9-18                                                
                                                Lin, Borong; Wang, Zhe; Liu, Yanchen; Zhu, Yingxin; Ouyang, Qin                                                                                    
                                                                                                                                                                                        Measured energy use and indoor environment quality in green office buildings in China                                                                                            
                                                                                            Energy and Buildings, v. 129, October 2016, p. 9-18                                                
                                                Lin, Borong; Liu, Yanchen; Wang, Zhe; Pei, Zufeng; Davies, Mike                                                                                    
                                
                        
                                                                                                                                                                                                                                            
                                
                            
                                                                                                                                                                                                        Article                                                4                                                                                                                                                                                                                                        
                                    
                                                                                                                                                                                        Investigation of indoor environment quality of Chinese large-hub airport terminal buildings through longitudinal field measurement and subjective survey                                                                                            
                                                                                            Building and Environment, v. 94, (Part 2), December 2015, p. 593-605                                                
                                                Wang, Zhe; Zhao, Haitian; Lin, Borong; Zhu, Yingxin; Ouyang, Qin; Yu, Juan                                                                                    
                                                                                                                                                                                        Modeling and measurement study on an intermittent heating system of a residence in Cambridgeshire                                                                                            
                                                                                            Building and Environment, v. 93, October 2015, p. 380-386                                                
                                                Wang, Zhe; Lin, Borong; Zhu, Yingxin                                                                                    
                                                                                                                                                                                        Rational selection of heating temperature set points for China's hotsummer - Cold winter climatic region                                                                                            
                                                                                            Building and Environment, v. 93, (Part 2), November 2015, p. 63-70                                                
                                                Wang, Zhe; de Dear, Richard; Lin, Borong; Zhu, Yingxin; Ouyang, Qin                                                                                    
                                                                                                                                                                                        Residential heating energy consumption modeling through a bottom-up approach for China's Hot Summer-Cold Winter climatic region                                                                                            
                                                                                            Energy and Buildings, v. 109, December 2015, p. 65-74                                                
                                                Wang, Zhe; Zhao, Zhen; Lin, Borong; Zhu, Yingxin; Ouyang, Qin                                                                                    
                                
                        
                                                                                                                                                                                                                                            
                                
                            
                                                                                                                                                                                                        2016                                                3                                                                                                                                                                                                                                        
                                    
                                                                                                                                                                                                        Evaluation and comparison of thermal comfort of convective and radiant heating terminals in office buildings                                                                                                    
                                                                                                    Building and Environment, v. 106, September 2016, p. 91-102                                                    
                                                    Lin, Borong; Wang, Zhe; Sun, Hongli; Zhu, Yingxin; Ouyang, Qin                                                                                                Article                                            
                                                                                                                                                                                                        Investigation of winter indoor thermal environment and heating demand of urban residential buildings in China's hot summer - Cold winter climate region                                                                                                    
                                                                                                    Building and Environment, v. 101, May 2016, p. 9-18                                                    
                                                    Lin, Borong; Wang, Zhe; Liu, Yanchen; Zhu, Yingxin; Ouyang, Qin                                                                                                Article                                            
                                                                                                                                                                                                        Measured energy use and indoor environment quality in green office buildings in China                                                                                                    
                                                                                                    Energy and Buildings, v. 129, October 2016, p. 9-18                                                    
                                                    Lin, Borong; Liu, Yanchen; Wang, Zhe; Pei, Zufeng; Davies, Mike                                                                                                Article                                            
                                
                                                                                                                                                                                                        2015                                                4                                                                                                                                                                                                                                        
                                    
                                                                                                                                                                                                        Investigation of indoor environment quality of Chinese large-hub airport terminal buildings through longitudinal field measurement and subjective survey                                                                                                    
                                                                                                    Building and Environment, v. 94, (Part 2), December 2015, p. 593-605                                                    
                                                    Wang, Zhe; Zhao, Haitian; Lin, Borong; Zhu, Yingxin; Ouyang, Qin; Yu, Juan                                                                                                Article                                            
                                                                                                                                                                                                        Modeling and measurement study on an intermittent heating system of a residence in Cambridgeshire                                                                                                    
                                                                                                    Building and Environment, v. 93, October 2015, p. 380-386                                                    
                                                    Wang, Zhe; Lin, Borong; Zhu, Yingxin                                                                                                Article                                            
                                                                                                                                                                                                        Rational selection of heating temperature set points for China's hotsummer - Cold winter climatic region                                                                                                    
                                                                                                    Building and Environment, v. 93, (Part 2), November 2015, p. 63-70                                                    
                                                    Wang, Zhe; de Dear, Richard; Lin, Borong; Zhu, Yingxin; Ouyang, Qin                                                                                                Article                                            
                                                                                                                                                                                                        Residential heating energy consumption modeling through a bottom-up approach for China's Hot Summer-Cold Winter climatic region                                                                                                    
                                                                                                    Energy and Buildings, v. 109, December 2015, p. 65-74                                                    
                                                    Wang, Zhe; Zhao, Zhen; Lin, Borong; Zhu, Yingxin; Ouyang, Qin                                                                                                Article                                            
                                
                        
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香港科技大学工学院老师教师导师介绍简介-Walter Zhe WANG
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