Short-term residential load forecasting based on LSTM recurrent neural network W Kong, ZY Dong, Y Jia, DJ Hill, Y Xu, Y Zhang IEEE Transactions on Smart Grid 10 (1), 841-851, 2017 | 1920 | 2017 |
Short-Term Residential Load Forecasting based on Resident Behaviour Learning W Kong, ZY Dong, DJ Hill, F Luo, Y Xu IEEE Transactions on Power Systems 33 (1), 1087-1088, 2018 | 592 | 2018 |
Electric Vehicle Battery Charging/Swap Stations in Distribution Systems: Comparison Study and Optimal Planning Y Zheng, ZY Dong, Y Xu, K Meng, JH Zhao, J Qiu IEEE Transactions on Power Systems 29 (1), 221-229, 2014 | 514 | 2014 |
A two-layer energy management system for microgrids with hybrid energy storage considering degradation costs C Ju, P Wang, L Goel, Y Xu IEEE Transactions on Smart Grid 9 (6), 6047-6057, 2017 | 383 | 2017 |
A Multi-Objective Collaborative Planning Strategy for Integrated Power Distribution and Electric Vehicle Charging Systems W Yao, J Zhao, F Wen, Z Dong, Y Xue, Y Xu, K Meng Power Systems, IEEE Transactions on 29 (4), 1811 - 1821, 2014 | 379 | 2014 |
Electricity Price Forecasting With Extreme Learning Machine and Bootstrapping X Chen, ZY Dong, K Meng, Y Xu, KP Wong, HW Ngan Power Systems, IEEE Transactions on 27 (4), 2055-2062, 2012 | 320 | 2012 |
Optimal coordinated energy dispatch of a multi-energy microgrid in grid-connected and islanded modes Z Li, Y Xu Applied Energy 210, 974-986, 2018 | 282 | 2018 |
Multi-timescale coordinated voltage/var control of high renewable-penetrated distribution systems Y Xu, ZY Dong, R Zhang, DJ Hill IEEE Transactions on Power Systems 32 (6), 4398-4408, 2017 | 278 | 2017 |
Data-Driven Load Frequency Control for Stochastic Power Systems: A Deep Reinforcement Learning Method With Continuous Action Search Z Yan, Y Xu IEEE Transactions on Power Systems 34 (2), 1653-1656, 2018 | 270 | 2018 |
A multi-agent reinforcement learning-based data-driven method for home energy management X Xu, Y Jia, Y Xu, Z Xu, S Chai, CS Lai IEEE Transactions on Smart Grid 11 (4), 3201-3211, 2020 | 257 | 2020 |
A Reliable Intelligent System for Real-Time Dynamic Security Assessment of Power Systems Y Xu, ZY Dong, JH Zhao, P Zhang, KP Wong Power Systems, IEEE Transactions on 27 (3), 1253-1263, 2012 | 249 | 2012 |
Robust operation of Microgrids via two-stage coordinated energy storage and direct load control C Zhang, Y Xu, ZY Dong, J Ma IEEE Transactions on Power Systems 32 (4), 2858-2868, 2017 | 238 | 2017 |
Electric vehicle route optimization considering time-of-use electricity price by learnable Partheno-Genetic algorithm H Yang, S Yang, Y Xu, E Cao, M Lai, Z Dong IEEE Transactions on Smart Grid 6 (2), 657-666, 2015 | 226 | 2015 |
Robust coordination of distributed generation and price-based demand response in microgrids C Zhang, Y Xu, ZY Dong, KP Wong IEEE Transactions on Smart Grid 9 (5), 4236-4247, 2018 | 220 | 2018 |
Short-term load forecasting of Australian National Electricity Market by an ensemble model of extreme learning machine R Zhang, ZY Dong, Y Xu, K Meng, KP Wong IET Generation, Transmission & Distribution 7 (4), 391-397, 2013 | 205 | 2013 |
Toward Future Green Maritime Transportation: An Overview of Seaport Microgrids and All-Electric Ships S Fang, Y Wang, B Gou, Y Xu IEEE Transactions on Vehicular Technology 69 (1), 207-219, 2019 | 184 | 2019 |
State-of-Health Estimation and Remaining-Useful-Life Prediction for Lithium-Ion Battery Using a Hybrid Data-Driven Method B Gou, Y Xu, X Feng IEEE Transactions on Vehicular Technology 69 (10), 10854-10867, 2020 | 182 | 2020 |
A Multi-Agent Deep Reinforcement Learning Method for Cooperative Load Frequency Control of a Multi-Area Power System Z Yan, Y Xu IEEE Transactions on Power Systems 35 (6), 4599-4608, 2020 | 178 | 2020 |
Multi-stage flexible expansion co-planning under uncertainties in a combined electricity and gas market J Qiu, ZY Dong, JH Zhao, Y Xu, Y Zheng, C Li, KP Wong IEEE Transactions on Power Systems 30 (4), 2119-2129, 2014 | 177 | 2014 |
A robust load frequency control scheme for power systems based on second-order sliding mode and extended disturbance observer K Liao, Y Xu IEEE Transactions on Industrial Informatics 14 (7), 3076-3086, 2018 | 173 | 2018 |