Optimized operational cost reduction for an EV charging station integrated with battery energy storage and PV generation Q Yan, B Zhang, M Kezunovic IEEE Transactions on Smart Grid 10 (2), 2096-2106, 2018 | 431 | 2018 |
Deep-reinforcement-learning-based autonomous voltage control for power grid operations J Duan, D Shi, R Diao, H Li, Z Wang, B Zhang, D Bian, Z Yi IEEE Transactions on Power Systems 35 (1), 814-817, 2019 | 388 | 2019 |
Optimal allocation of PV generation and battery storage for enhanced resilience B Zhang, P Dehghanian, M Kezunovic IEEE Transactions on Smart Grid 10 (1), 535-545, 2017 | 217 | 2017 |
Impact on power system flexibility by electric vehicle participation in ramp market B Zhang, M Kezunovic IEEE Transactions on Smart Grid 7 (3), 1285-1294, 2015 | 154 | 2015 |
Predictive risk analytics for weather-resilient operation of electric power systems P Dehghanian, B Zhang, T Dokic, M Kezunovic IEEE Transactions on Sustainable Energy 10 (1), 3-15, 2018 | 104 | 2018 |
A data-driven method for fast ac optimal power flow solutions via deep reinforcement learning Y Zhou, B Zhang, C Xu, T Lan, R Diao, D Shi, Z Wang, WJ Lee Journal of Modern Power Systems and Clean Energy 8 (6), 1128-1139, 2020 | 94 | 2020 |
AI-based autonomous line flow control via topology adjustment for maximizing time-series ATCs T Lan, J Duan, B Zhang, D Shi, Z Wang, R Diao, X Zhang 2020 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2020 | 70 | 2020 |
Optimization of electric vehicle movement for efficient energy consumption Q Yan, B Zhang, M Kezunovic 2014 North American Power Symposium (NAPS), 1-6, 2014 | 40 | 2014 |
Energy storage as a peaker replacement: Can solar and battery energy storage replace the capacity value of thermal generation? D Stenclik, B Zhang, R Rocheleau, J Cole IEEE Electrification Magazine 6 (3), 20-26, 2018 | 39 | 2018 |
Spatial-temporal solar power forecast through use of Gaussian conditional random fields B Zhang, P Dehghanian, M Kezunovic 2016 IEEE power and energy society general meeting (PESGM), 1-5, 2016 | 38 | 2016 |
Impact of available electric vehicle battery power capacity on power system reliability B Zhang, M Kezunovic 2013 IEEE Power & Energy Society General Meeting, 1-5, 2013 | 38 | 2013 |
Predicting spatiotemporal impacts of weather on power systems using big data science M Kezunovic, Z Obradovic, T Dokic, B Zhang, J Stojanovic, P Dehghanian, ... Data Science and Big Data: An Environment of Computational Intelligence, 265-299, 2017 | 32 | 2017 |
A deep reinforcement learning based approach for optimal active power dispatch J Duan, H Li, X Zhang, R Diao, B Zhang, D Shi, X Lu, Z Wang, S Wang 2019 IEEE Sustainable Power and Energy Conference (iSPEC), 263-267, 2019 | 29 | 2019 |
Statistical analysis and modeling of plug-in electric vehicle charging demand in distribution systems Q Yan, C Qian, B Zhang, M Kezunovic 2017 19th International Conference on Intelligent System Application to …, 2017 | 25 | 2017 |
Placement of EV charging stations integrated with PV generation and battery storage B Zhang, Q Yan, M Kezunovic 2017 Twelfth International Conference on Ecological Vehicles and Renewable …, 2017 | 25 | 2017 |
Surrogate modeling for capacity planning of charging station equipped with photovoltaic panel and hydropneumatic energy storage Y Chen, F Dababneh, B Zhang, S Kassaee, BT Smith, X Liu, AM Momen Journal of Energy Resources Technology 142 (5), 050907, 2020 | 17 | 2020 |
A data-driven algorithm for online power grid topology change identification with PMUs S Wang, P Dehghanian, B Zhang 2019 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2019 | 17 | 2019 |
The demand response support under weather impacts using PV generation and EV energy storage Q Yan, B Zhang, M Kezunovic 2016 IEEE 16th International Conference on Environment and Electrical …, 2016 | 14 | 2016 |
Real-time autonomous line flow control using proximal policy optimization B Zhang, X Lu, R Diao, H Li, T Lan, D Shi, Z Wang 2020 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2020 | 13 | 2020 |
Simulation of weather impacts on the wholesale electricity market B Zhang, P Dehghanian, M Kezunovic 10th International Conference on Deregulated Electricity Market Issues in …, 2015 | 13 | 2015 |