梁湧
管理科学与工程系 副教授
电话 (86) (10) **
电邮liangyong@sem.tsinghua.edu.cn
办公室 伟伦楼 451
办公室开放时间 周三15:45-17:15
个人简介
研究成果
研究项目
媒体报道

梁湧，清华大学经济管理学院管理科学与工程系副教授，于2005年获得清华大学学士学位，2008年获得普渡大学硕士学位，2013获得加州大学伯克利分校工业工程及运筹学博士学位。加入清华大学之前，他在山景城谷歌公司任职并领导对数据中心相关优化问题的研究。
研究兴趣：
1. 动态规划，随机优化，鲁棒优化理论以及在运营管理中的应用
2. 能源经济，能源市场，智能电网用户端最优控制
3. 供应链管理
主讲课程：
清华大学：
1. 本科课程：运作管理
2. 博士课程：高级运筹学
3. MBA: 数据，模型与决策
加州大学伯克利分校：
1. 本科课程：Service Operations Design and Analysis
Journal Publication:

Reliable Hub Location Air Transportation Network Design under Random Disruptions (with Hao Shen and Max Shen), 2019,Manufacturing and Service Operations Management, accepted
Demand Side Energy Management under Time-Varying Pricing(with Tianhu Deng and Max Shen),IISE Transactions51.4 (2019): 422-436.
Reliable Flexibility Design of Supply Chains via Extended Graph Expanders(with Hao Shen, Chung-Piaw Teo and Max Shen),Production and Operations Management28.3 (2019): 700-720.
A Dynamic Programming Approach to Power Consumption Minimization in Gubbarrel Natural Gas Networks with Non-identical Compressor Unites (with T. Deng, S. Zhang, J. Ren, and S. Zheng),INFORMS Journal on Computing31.3 (2019): 593-611.
Joint Planning of Energy Storage and Transmission for Wind Energy Generation (with W. Qi, and Z-J M. Shen).Operations Research63.6 (2015): 1280-1293.
A harmony search-based memetic optimization model for integrated production and transportation scheduling in MTO manufacturing (with Z. Guo, L. Shi, and L. Chen).Omega, 2015.
Stochastic Control for Smart Grid Users with Flexible Demand (with L. He,Z-J M. Shen,and X. Cao).IEEE Trans. on Smart Grid,4(4), 2013.
A harmony search-based memetic optimization model for integrated production and transportation scheduling in MTO manufacturing (with Z. Guo, L. Shi, and L. Chen).Omega66 (2017): 327-343.
Stochastic Control for Smart Grid Users with Flexible Demand (with L. He,Z-J M. Shen,and X. Cao).IEEE Trans. on Smart Grid,4(4), 2013.
Thermostats forSmartGrid: Models, Benchmarks and Insights (withZ-J M. Shen,and D. Levine).theEnergy Journal, 33(4), 2012



Selected working papers:

1.Data Center Network Design for Internet-Related Services and Cloud Computing(with Mengshi Lu, Max Shen, and Runyu Tang), under major revision atProduction and Operations Management, 2019.

2. An FPTAS for the Omni-Channel Assortment Planning (with Yunzong Xu), in preparation, 2019

3. An Analytics Approach to Integrated Location, Inventory and Assorment Planning in Omni-Channel Retail (with Jian Chen, Hao Shen, and Max Shen), winner of the POMS-JD.com data-driven paper competition,2019 POMS annual Conference, in preparation, 2019


2016-2018 国家自然科学基金青年基金，电网中动态电价下需求方用电管理，主持
2018-2020 清华大学自主科研基金，主持
2019-2022 国家自然科学基金面上项目，主持