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ORCIDYuan Zheng Li
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2020 – today
- 2024
[j31]Yuanzheng Li
, Xinxin Long, Yang Li, Yizhou Ding, Tao Yang, Zhigang Zeng:
A Demand-Supply Cooperative Responding Strategy in Power System With High Renewable Energy Penetration. IEEE Trans. Control. Syst. Technol. 32(3): 874-890 (2024)- [j30]Jiehui Zheng, Ze-Ting Liang, Yuanzheng Li, Zhigang Li, Qinghua Wu:
Multi-Agent Reinforcement Learning With Privacy Preservation for Continuous Double Auction-Based P2P Energy Trading. IEEE Trans. Ind. Informatics 20(4): 6582-6590 (2024) - [j29]Yuanzheng Li, Shangyang He, Yang Li, Yang Shi, Zhigang Zeng:
Federated Multiagent Deep Reinforcement Learning Approach via Physics-Informed Reward for Multimicrogrid Energy Management. IEEE Trans. Neural Networks Learn. Syst. 35(5): 5902-5914 (2024) - [j28]Yuanzheng Li, Shangyang He, Yang Li, Qiang Ding, Zhigang Zeng:
Renewable Energy Absorption Oriented Many-Objective Probabilistic Optimal Power Flow. IEEE Trans. Netw. Sci. Eng. 11(6): 5432-5448 (2024) - [j27]Leijiao Ge, Hangxu Liu, Jun Yan, Bing Sun, Yuanzheng Li, Luyang Hou:
A Novel Distributed PV Data Virtual Collection With Continuous-Binary Denoising Auto-Encoders. IEEE Trans. Smart Grid 15(1): 1152-1164 (2024) - [i11]Yang Li, Jiankai Gao, Yuanzheng Li, Chen Chen, Sen Li, Mohammad Shahidehpour, Zhe Chen:
Physical Informed-Inspired Deep Reinforcement Learning Based Bi-Level Programming for Microgrid Scheduling. CoRR abs/2410.11932 (2024) - 2023
- [b1]Yuanzheng Li, Yong Zhao, Lei Wu, Zhigang Zeng:
Artificial Intelligence Enabled Computational Methods for Smart Grid Forecast and Dispatch. Springer 2023, ISBN 978-981-99-0798-4, pp. 1-260 - [j26]Qingyong Zhang, Changwu Li, Fuwen Su, Yuanzheng Li:
Spatiotemporal Residual Graph Attention Network for Traffic Flow Forecasting. IEEE Internet Things J. 10(13): 11518-11532 (2023) - [j25]Chaofan Yu, Yuanzheng Li, Yun Liu, Leijiao Ge, Hao Wang, Yunfeng Luo, Linqiang Pan:
Dispatch of highly renewable energy power system considering its utilization via a data-driven Bayesian assisted optimization algorithm. Knowl. Based Syst. 281: 111059 (2023) - [j24]Yuanzheng Li, Chaofan Yu, Mohammad Shahidehpour, Tao Yang, Zhigang Zeng, Tianyou Chai:
Deep Reinforcement Learning for Smart Grid Operations: Algorithms, Applications, and Prospects. Proc. IEEE 111(9): 1055-1096 (2023) - [j23]Yang Li, Shitu Zhang, Yuanzheng Li, Jiting Cao, Shuyue Jia:
PMU Measurements-Based Short-Term Voltage Stability Assessment of Power Systems via Deep Transfer Learning. IEEE Trans. Instrum. Meas. 72: 1-11 (2023) - [j22]Xiaoqing Yang, Guolin He, Kang Ding, Yuanzheng Li, Xiaoxi Ding, Weihua Li:
A Novel Optimization Demodulation Method for Gear Fault Vibration Overmodulation Signal and Its Application to Fault Diagnosis. IEEE Trans. Instrum. Meas. 72: 1-12 (2023) - [j21]Yuanzheng Li, Shangyang He, Yang Li, Leijiao Ge, Suhua Lou, Zhigang Zeng:
Probabilistic Charging Power Forecast of EVCS: Reinforcement Learning Assisted Deep Learning Approach. IEEE Trans. Intell. Veh. 8(1): 344-357 (2023) - [j20]Yun Liu, Chao Sun, Amrit Paudel, Yunqiang Gao, Yuanzheng Li, Hoay Beng Gooi, Jizhong Zhu:
Fully Decentralized P2P Energy Trading in Active Distribution Networks With Voltage Regulation. IEEE Trans. Smart Grid 14(2): 1466-1481 (2023) - [j19]Haifeng Qiu, Hoay Beng Gooi, Hongjun Gao, Veerapandiyan Veerasamy, Yuanzheng Li:
Cooperative Power Bidding of Smart Community Grids With an Aggregator-Prosumer-Based Hierarchical Framework. IEEE Trans. Smart Grid 14(4): 3032-3045 (2023) - [i10]Yuanzheng Li, Shangyang He, Yang Li, Yang Shi, Zhigang Zeng:
Federated Multi-Agent Deep Reinforcement Learning Approach via Physics-Informed Reward for Multi-Microgrid Energy Management. CoRR abs/2301.00641 (2023) - [i9]Yang Li, Shitu Zhang, Yuanzheng Li, Jiting Cao, Shuyue Jia:
PMU measurements based short-term voltage stability assessment of power systems via deep transfer learning. CoRR abs/2308.03953 (2023) - [i8]Yuanzheng Li, Xinxin Long, Yang Li, Yizhou Ding, Tao Yang, Zhigang Zeng:
A Demand-Supply Cooperative Responding Strategy in Power System with High Renewable Energy Penetration. CoRR abs/2309.14608 (2023) - [i7]Yang Li, Wenjie Ma, Yuanzheng Li, Sen Li, Zhe Chen:
Advancing Attack-Resilient Scheduling of Integrated Energy Systems with Demand Response via Deep Reinforcement Learning. CoRR abs/2311.17941 (2023) - 2022
- [j18]Yun Liu, Yuanzheng Li, Yu Wang, Xian Zhang, Hoay Beng Gooi, Huanhai Xin:
Robust and Resilient Distributed Optimal Frequency Control for Microgrids Against Cyber Attacks. IEEE Trans. Ind. Informatics 18(1): 375-386 (2022) - [j17]Yang Li, Xinhao Wei, Yuanzheng Li, Zhaoyang Dong, Mohammad Shahidehpour:
Detection of False Data Injection Attacks in Smart Grid: A Secure Federated Deep Learning Approach. IEEE Trans. Smart Grid 13(6): 4862-4872 (2022) - [i6]Yuanzheng Li, Shangyang He, Yang Li, Leijiao Ge, Suhua Lou, Zhigang Zeng:
Probabilistic Charging Power Forecast of EVCS: Reinforcement Learning Assisted Deep Learning Approach. CoRR abs/2204.07905 (2022) - [i5]Yang Li, Xinhao Wei, Yuanzheng Li, Zhaoyang Dong, Mohammad Shahidehpour:
Detection of False Data Injection Attacks in Smart Grid: A Secure Federated Deep Learning Approach. CoRR abs/2209.00778 (2022) - [i4]Yang Li, Ruinong Wang, Yuanzheng Li, Meng Zhang, Chao Long:
Wind Power Forecasting Considering Data Privacy Protection: A Federated Deep Reinforcement Learning Approach. CoRR abs/2211.02674 (2022) - [i3]Yang Li, Fanjin Bu, Yuanzheng Li, Chao Long:
Optimal scheduling of island integrated energy systems considering multi-uncertainties and hydrothermal simultaneous transmission: A deep reinforcement learning approach. CoRR abs/2212.13472 (2022) - 2021
- [j16]Yuefang Du, Yuanzheng Li, Chao Duan, Hoay Beng Gooi, Lin Jiang:
Adjustable Uncertainty Set Constrained Unit Commitment With Operation Risk Reduced Through Demand Response. IEEE Trans. Ind. Informatics 17(2): 1154-1165 (2021) - [j15]Tianwei Zhong, Hai-Tao Zhang, Yuanzheng Li, Lan Liu, Renzhi Lu:
Bayesian Learning-Based Multi-Objective Distribution Power Network Reconfiguration. IEEE Trans. Smart Grid 12(2): 1174-1184 (2021) - [c2]Shengwei Liu, Tianyang Zhao, Xuan Liu, Yuanzheng Li, Peng Wang:
Proactive Resilient Day-ahead Unit Commitment with Cloud Computing Data Centers. IAS 2021: 1-8 - [i2]Zhuoling Li, Haohan Wang, Tymoteusz Swistek, Weixin Chen, Yuanzheng Li, Haoqian Wang:
Enabling the Network to Surf the Internet. CoRR abs/2102.12205 (2021) - 2020
- [j14]Hai-Tao Zhang, Weigao Sun, Yuanzheng Li, Dongfei Fu, Ye Yuan:
A Fast Optimal Power Flow Algorithm Using Powerball Method. IEEE Trans. Ind. Informatics 16(11): 6993-7003 (2020) - [j13]Fanrong Wei, Zhiqiang Wan, Haibo He, Xiangning Lin, Yuanzheng Li:
A Novel Scheduling Strategy for Controllable Loads With Power-Efficiency Characteristics. IEEE Trans. Smart Grid 11(3): 2151-2161 (2020)
2010 – 2019
- 2019
- [j12]Chen Zhao, Kaicheng Li, Yuanzheng Li, Lingyun Wang, Yi Luo, Xuebin Xu, Xiaojun Ding, Qingxu Meng:
Novel Method Based on Variational Mode Decomposition and a Random Discriminative Projection Extreme Learning Machine for Multiple Power Quality Disturbance Recognition. IEEE Trans. Ind. Informatics 15(5): 2915-2926 (2019) - [j11]Weigao Sun, Mohsen Zamani, Hai-Tao Zhang, Yuanzheng Li:
Probabilistic Optimal Power Flow With Correlated Wind Power Uncertainty via Markov Chain Quasi-Monte-Carlo Sampling. IEEE Trans. Ind. Informatics 15(11): 6058-6069 (2019) - [j10]Delong Cai, Kaicheng Li, Shunfan He, Yuanzheng Li, Yi Luo:
A highly accurate and fast power quality disturbances classification based on dictionary learning sparse decomposition. Trans. Inst. Meas. Control 41(1): 145-155 (2019) - [j9]Yuanzheng Li, Ping Wang, Hoay Beng Gooi, Jian Ye, Lei Wu:
Multi-Objective Optimal Dispatch of Microgrid Under Uncertainties via Interval Optimization. IEEE Trans. Smart Grid 10(2): 2046-2058 (2019) - [j8]Fanrong Wei, Yuanzheng Li, Quan Sui, Xiangning Lin, Le Chen, Zhe Chen, Zhengtian Li:
A Novel Thermal Energy Storage System in Smart Building Based on Phase Change Material. IEEE Trans. Smart Grid 10(3): 2846-2857 (2019) - [j7]Yun Liu, Hoay Beng Gooi, Yuanzheng Li, Huanhai Xin, Jian Ye:
A Secure Distributed Transactive Energy Management Scheme for Multiple Interconnected Microgrids Considering Misbehaviors. IEEE Trans. Smart Grid 10(6): 5975-5986 (2019) - [c1]Yuanzheng Li, Zhixian Ni, Tianyang Zhao, Minghui Yu, Yun Liu, Lei Wu:
Coordinated Stochastic Scheduling for Improving Wind Power Adsorption in Electric Vehicles-Wind Integrated Power Systems by Multi-objective Optimization Approach. IAS 2019: 1-10 - 2018
- [j6]Yuefang Du, Lin Jiang, Chao Duan, Yuanzheng Li, J. S. Smith:
Energy Consumption Scheduling of HVAC Considering Weather Forecast Error Through the Distributionally Robust Approach. IEEE Trans. Ind. Informatics 14(3): 846-857 (2018) - [j5]Yuanzheng Li, Tianyang Zhao, Ping Wang, Hoay Beng Gooi, Lei Wu, Yun Liu, Jian Ye:
Optimal Operation of Multimicrogrids via Cooperative Energy and Reserve Scheduling. IEEE Trans. Ind. Informatics 14(8): 3459-3468 (2018) - [j4]Yi Luo, Kaicheng Li, Yuanzheng Li, Delong Cai, Chen Zhao, Qingxu Meng:
Three-Layer Bayesian Network for Classification of Complex Power Quality Disturbances. IEEE Trans. Ind. Informatics 14(9): 3997-4006 (2018) - [j3]Yuefang Du, Lin Jiang, Yuan Zheng Li, Qinghua Wu:
A Robust Optimization Approach for Demand Side Scheduling Considering Uncertainty of Manually Operated Appliances. IEEE Trans. Smart Grid 9(2): 743-755 (2018) - [j2]Tianyang Zhao, Yuanzheng Li, Xuewei Pan, Peng Wang, Jianhua Zhang:
Real-Time Optimal Energy and Reserve Management of Electric Vehicle Fast Charging Station: Hierarchical Game Approach. IEEE Trans. Smart Grid 9(5): 5357-5370 (2018) - [i1]Weigao Sun, Mohsen Zamani, Hai-Tao Zhang, Yuanzheng Li:
Probabilistic Optimal Power Flow Considering Correlation of Wind Farms via Markov Chain Quasi-Monte Carlo Sampling. CoRR abs/1809.05228 (2018) - 2017
- [j1]Yuan Zheng Li, Lin Jiang, Q. H. Wu, Ping Wang, Hoay Beng Gooi, K. C. Li, Y. Q. Liu, P. Lu, M. Cao, J. Imura:
Wind-thermal power system dispatch using MLSAD model and GSOICLW algorithm. Knowl. Based Syst. 116: 94-101 (2017)
Coauthor Index
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