陈媛
研究方向：可持续城市建设与管理、老年友好型城市、基于人工智能的基础设施管理
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电子邮箱：yuanchen_2020@tju.edu.cn
研究方向：

个人简介
研究成果
研究项目
学术与社会服务
【个人简介】
陈媛，天津大学管理与经济学部工程管理系副研究员，于2011年获得四川大学工程管理专业学士学位，2014年获得天津大学工程管理专业硕士学位，2019年获得加拿大阿尔伯塔大学建设工程与管理专业博士学位。主要研究领域为可持续城市建设与管理、老年友好型城市、基于人工智能的基础设施管理等。
【教育与工作经历】
时间
单位
学位/职务

2020.6-至今
天津大学
副研究员

2019.7-2019.12
阿尔伯塔大学
博士后

2015.9-2019.6
阿尔伯塔大学
博士

2014.7-2015.6
华润置地
合约管理专员

2011.9-2014.1
天津大学
硕士

2007.9-2011.7
四川大学
学士



【期刊论文】
1. Yin, X.F., Chen, Y.^*, Bouferguene, A., Al-Hussein, M. (2020). “Data-driven bi-level sewer pipe deterioration model: Design and analysis.” Automation in Construction, 116, 103181.
2. Du, X.J., Chen, Y.^*, Bouferguene, A., Al-Hussein, M. (2020). “An agent-based simulation framework for analysing fall risk among older adults in the evacuation procedures.” Safety Science, 129, 104790.
3. Chen, Y. ^*, Bouferguene, A., Shen, Y.H., Al-Hussein, M. (2020). “Bilevel decision-support model for bus route optimization and accessibility improvement for seniors.” Journal of Computing in Civil Engineering, 34(2), **.
4. Chen, Y.^*, Bouferguene, A., Shargkao, M., Al-Hussein, M. (2020). “Spatial analysis framework for age-restricted communities integrating spatial distribution and accessibility evaluation.” Journal of Urban Planning and Development, 146(1), **.
5. Chen, Y.^*, Bouferguene, A., Shen, Y.H., Al-Hussein, M. (2019). “Difference analysis of regional population ageing from the temporal and spatial perspectives: a case study in China.” Regional studies, 53(6), 849-860.
6. Chen, Y.^*, Bouferguene, A., Shen, Y.H., Al-Hussein, M. (2019). “Assessing accessibility-based service effectiveness (ABSEV) and social equity for urban bus transit: A sustainability perspective.” Sustainable Cities and Society, 44, 499-510.
7. Liu, B.S., Chen, Y.^*, Shen, Y.H., Yin, X.F. (2019). “Clustering experts in linguistic environment: A hybrid method.” Journal of Intelligent & Fuzzy Systems, 37(5), 6983-7001.
8. Chen, Y.^*, Bouferguene, A., Al-Hussein, M. (2018). “Analytic hierarchy process-simulation framework for lighting maintenance decision-making based on the clustered network.” Journal of Performance of Constructed Facilities, 32(1), **.
9. Chen, Y.^*, Bouferguene, A., Li, H.X., Liu, H.X., Shen, Y.H., Al-Hussein, M. (2018). “Spatial gaps in urban public transport supply and demand from the perspective of sustainability.” Journal of Cleaner Production, 195, 1237-1248.
10. Chen, Y.^*, Liu, B.S., Shen, Y.H., Wang, X.Q. (2018). “Spatial analysis of change trend and influencing factors of total factor productivity in china’s regional construction industry.” Applied Economics, 50(25), 2824-2843.
【会议论文】
1. Chen, Y., Yin, X.F., Bouferguene, A., Al-Hussein, M. (2020). “An optimization model for bus route redesign considering accessibility improvement for seniors.” Proceedings, Construction Research Congress, pp. 1-10.
2. Yin, X.F., Chen, Y., Bouferguene, A., Al-Hussein, M. (2020). “Data-driven Markov chain deterioration model for sewer pipes” Proceedings, Construction Research Congress, pp. 1-10.
3. Wei, X., Liu, N.L., Chen, Y., Liu, X.P., Wang, T., Mu, S.J., Zhao, H.K., Zhang, X. (2019). “How to build ‘age-friendly’ cities: Based on big data from Baidu maps.” The 25^th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD Cup 2019), pp. 1-7.
4. Chen, Y., Yin, X.F., Zhang, Q., Bouferguene, A., Zaman, H., Al-Hussein, M., Russell, R., Kurach, L. (2019). “Productivity analysis of manual condition assessment for sewer pipes based on CCTV monitoring.” Proceedings, Canadian Society for Civil Engineering Conference, pp. 1-10.
5. Yin, X.F., Chen, Y., Zhang, Q., Bouferguene, A., Zaman, H., Al-Hussein, M., Russell, R., Kurach, L. (2019). “A neural network-based application for automated defect detection for sewer pipes.” Proceedings, Canadian Society for Civil Engineering Conference, pp. 1-8.
6. Chen, Y., Wang, M., Li, L. (2019). “A framework for contract management system in cloud-based ERP for SMEs in the construction industry.” Proceedings, International Conference of Construction and Real Estate Management, pp. 1-11.
7. Chen, Y., Yin, X.F., Bouferguene, A., Zhang, Y.X., Al-Hussein, M., Liu, B.S. (2019). “Accessibility-based location selection for building panelized housing for seniors.” Proceedings, Modular and Offsite Construction Summit, pp. 92-95.
8. Yin, X.F., Chen, Y., Bouferguene, A., Zaman, H., Al-Hussein, M., Russell, R., Kurach, L. (2019). “Standard closed-circuit television (CCTV) collection time extraction of sewer pipes with machine learning algorithm.” Proceedings, International Symposium on Automation and Robotics in Construction, pp. 107-113.
9. Du, X.J., Chen, Y., Bouferguene, A., Al-Hussein, M. (2018). “Multi-agent based simulation of elderly egress process and fall accident in senior apartment buildings.” Proceedings, Winter Simulation Conference, Gothenburg, pp. 929-940.
10. Chen, Y., Bouferguene, A., Al-Hussein, M. (2018). “Neighborhood design and regional accessibility of age-restricted communities from the resilient and spatial perspectives.” Proceedings, Construction Research Congress, pp. 9-18.
【所获奖项】
1. 加拿大阿尔伯塔省创新研究生奖学金
2. 2018国家优秀自费留学生奖学金 (全球500人/年)
3. Journal of Cleaner Production优秀审稿人
4. 阿尔伯塔大学Ledcor建设工程与管理研究生奖学金

【承担科研项目】
1. 加拿大阿尔伯塔省创新基金: 老年友好型城市建设环境的关键问题研究，2018-2019.（主持）
2. 加拿大自然科学与工程研究基金项目: 基于CCTV数据监测的污水管道预防性维护管理, 2017-2019.（参与）
【企业合作项目】
1. 中国水电建设集团圣达水电有限公司咨询项目: 面向全生命周期的大渡河安谷水电站精益建造管理模式研究, 2011-2015.（参与）

【学术兼职与服务】
1. 美国土木工程协会（ASCE）会员
2. Automation in Construction、Construction Management and Economics、European Journal of Operational Research、Transportation Research Part E等期刊审稿人