| Risk-constrained optimal energy management for virtual power plants considering correlated demand response Z Liang, Q Alsafasfeh, T Jin, H Pourbabak, W Su IEEE Transactions on Smart Grid 10 (2), 1577-1587, 2017 | 135 | 2017 |
| Optimal energy management for commercial buildings considering comprehensive comfort levels in a retail electricity market Z Liang, D Bian, X Zhang, D Shi, R Diao, Z Wang Applied Energy 236, 916-926, 2019 | 43 | 2019 |
| An integrated eVoucher mechanism for flexible loads in real-time retail electricity market T Chen, H Pourbabak, Z Liang, W Su IEEE Access 5, 2101-2110, 2017 | 42 | 2017 |
| Robust optimization based bidding strategy for virtual power plants in electricity markets Z Liang, Y Guo 2016 IEEE Power and Energy Society General Meeting (PESGM), 1-5, 2016 | 36 | 2016 |
| Game theory based bidding strategy for prosumers in a distribution system with a retail electricity market Z Liang, W Su IET Smart Grid 1 (3), 104-111, 2018 | 33 | 2018 |
| Safe reinforcement learning-based resilient proactive scheduling for a commercial building considering correlated demand response Z Liang, C Huang, W Su, N Duan, V Donde, B Wang, X Zhao IEEE Open Access Journal of Power and Energy 8, 85-96, 2021 | 25 | 2021 |
| Proactive resilient scheduling for networked microgrids with extreme events Z Liang, Q Alsafasfeh, W Su IEEE Access 7, 112639-112652, 2019 | 21 | 2019 |
| Intelligent home energy management system for distributed renewable generators, dispatchable residential loads and distributed energy storage devices A Ajao, J Luo, Z Liang, QH Alsafasfeh, W Su 2017 8th International Renewable Energy Congress (IREC), 1-6, 2017 | 20 | 2017 |
| Robust distributed energy resources management for microgrids in a retail electricity market Z Liang, T Chen, H Pourbabak, W Su Power Symposium (NAPS), 2017 North American, 1-6, 2017 | 16 | 2017 |
| Optimal energy management for microgrids with cogeneration and renewable energy sources Z Liang, Y Guo 2015 IEEE International Conference on Smart Grid Communications …, 2015 | 14 | 2015 |
| Distributed control algorithm for optimal power allocation of EV parking lots H Pourbabak, S Xu, T Chen, Z Liang, W Su 2017 IEEE Power & Energy Society General Meeting, 1-5, 2017 | 9 | 2017 |
| Participation of electric vehicle parking lots into retail electricity market with evoucher mechanism T Chen, H Pourbabak, Z Liang, W Su, P Yu 2017 IEEE Transportation Electrification Conference and Expo, Asia-Pacific …, 2017 | 7 | 2017 |
| Adaptive robust energy management strategy for campus-based commercial buildings considering comprehensive comfort levels Z Liang, D Bian, D Su, R Diao, D Shi, Z Wang, W Su 2019 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2019 | 5 | 2019 |
| Resilient restoration for distribution system operators when facing extreme events Z Liang, A Kavousifard, W Su 2018 North American Power Symposium (NAPS), 1-6, 2018 | 5 | 2018 |
| Smart Charging and Parking of Plug-in Hybrid Electric Vehicles in Microgrids Considering Renewable Energy Sources Z Liang, Y Guo 48th Annual Frontiers of Power Conference, 2015, 2015 | 4 | 2015 |
| Risk-constrained energy management strategy for a commercial campus considering comprehensive reserves against islanding conditions Z Liang, D Bian, X Zhang, D Shi CSEE Journal of Power and Energy Systems, 2022 | 2 | 2022 |
| Deep reinforcement learning based energy management strategy for commercial buildings considering comprehensive comfort levels Z Liang, D Bian, C Xu, X Zhang, D Shi, Z Wang 2020 52nd North American Power Symposium (NAPS), 1-6, 2021 | 1 | 2021 |
| Strengthening Resilience of Electric Power Distribution Systems against Natural Disasters: A Perspective from Machine Learning and Optimization Z Liang | 1 | 2020 |
| Deep reinforcement learning based real-time scheduling of Energy Storage System (ESS) in commercial campus D Bian, X Zhang, D Shi, R Diao, S Wang, Z Liang US Patent 11,610,214, 2023 | | 2023 |
| Deep Reinforcement Learning based Operation and Maintenance Strategy for Renewable Energy Sources Projects in a Retail Electricity Market Z Liang 2022 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2022 | | 2022 |
Wencong SuProfessor and Chair, University of Michigan - DearbornVerified email at umich.edu
