Yuanzheng Li

60 papers C 2Journal 57
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Multi-Task End-to-End Multivariate Long-Sequence Time Series Prediction Model for Load Forecasting.
IEEE Trans. Smart Grid
Ziyuan Zhang, Yuanzheng Li, Yang Li, Yun Liu, Xiangpeng Xie, Zhigang Zeng
2026 J jnl
Deep Reinforcement Learning for Online Reconfiguration of Active Distribution Network.
IEEE Trans. Neural Networks Learn. Syst.
Guokai Hao, Yuanzheng Li, Yang Li, Yun-Feng Luo, Mohammad Shahidehpour, Zhigang Zeng
2026 J jnl
Distributed Online Feedback Optimization With Real-Time Sensitivity Estimation for Coordinated Voltage Regulation in Distribution Grids.
IEEE Trans. Control. Syst. Technol.
Wenqu Li, Zhi-Wei Liu, Ming Chi, Yuanzheng Li, Yan-Wu Wang
2026 J jnl
Game-Based Optimization Method for Geo-Distributed Data Centers Under Customer Directrix Load Demand Response Mechanism.
IEEE Trans. Smart Grid
Jia-Kai Wu, Zhi-Wei Liu, Yong Zhao, Wenqu Li, Yuanzheng Li
2026 J jnl
Nash Equilibrium Among Mobile Energy Storage Systems Game for Load Restoration of Faulted Microgrids.
IEEE Trans. Ind. Informatics
Yue Zhang, Xiao-Kang Liu, Yuanzheng Li, Yan-Wu Wang, Pierluigi Siano
2026 J jnl
ZTFed-MAS2S: A Zero-Trust Federated Learning Framework With Verifiable Privacy and Trust-Aware Aggregation for Wind Power Data Imputation.
IEEE Trans. Ind. Informatics
Yang Li, Hanjie Wang, Yuanzheng Li, Jiazheng Li, Zhaoyang Dong
2025 J jnl
AI-Enhanced Resilience in Power Systems: Adversarial Deep Learning for Robust Short-Term Voltage Stability Assessment under Cyber-Attacks.
CoRR
Yang Li, Shitu Zhang, Yuanzheng Li
2025 J jnl
Bionic Seal Whisker Triboelectric Sensor for Underwater Multiobject Wake Perception.
IEEE Trans. Instrum. Meas.
Jianhua Liu, Siyuan Wang, Yuanzheng Li, Ziyue Xi, Hao Jin, Peng Xu, Minyi Xu
2025 J jnl
Boosting Communication Efficiency in Federated Learning for Multiagent-Based Multimicrogrid Energy Management.
IEEE Trans. Neural Networks Learn. Syst.
Shangyang He, Yuanzheng Li, Yang Li, Yang Shi, C. Y. Chung, Zhigang Zeng
2025 J jnl
Deep reinforcement learning-based strategic bidding in electricity markets via variational autoencoder-assisted competitor behavior learning.
Eng. Appl. Artif. Intell.
Fei Hu, Yong Zhao, Yaowen Yu, Yuanzheng Li
2025 J jnl
Graph Learning for Power Flow Analysis: A Global-Receptive Graph Iteration Network Method.
IEEE Trans. Netw. Sci. Eng.
Junyan Huang, Yuanzheng Li, Shangyang He, Guokai Hao, Chunjie Zhou, Zhigang Zeng
2025 J jnl
Hierarchical Uncertainty Characterization of Monthly Net Load in Renewable Power Systems.
IEEE Trans Autom. Sci. Eng.
Xiao Yang, Yuanzheng Li, Yong Zhao, Guokai Hao, Takayuki Ishizaki, Zhigang Zeng
2025 J jnl
Lyapunov-Based Safe Reinforcement Learning for Microgrid Energy Management.
IEEE Trans. Neural Networks Learn. Syst.
Guokai Hao, Yuanzheng Li, Yang Li, Lin Jiang, Zhigang Zeng
2025 J jnl
Privacy-Preserving Graph Inference Network for Multi-Entity Wind Power Forecast: A Federated Learning Approach.
IEEE Trans. Netw. Sci. Eng.
Xinxin Long, Yizhou Ding, Yuanzheng Li, Yang Li, Liang Gao, Zhigang Zeng
2025 J jnl
QSTAformer: A Quantum-Enhanced Transformer for Robust Short-Term Voltage Stability Assessment against Adversarial Attacks.
CoRR
Yang Li, Chong Ma, Yuanzheng Li, Sen Li, Yanbo Chen, Zhaoyang Dong
2025 J jnl
Statistical Feasibility Robust Optimization With Polyhedron Uncertainty Set for Hydrogen-Data Center Microgrid Operations.
IEEE Trans Autom. Sci. Eng.
Juntao Duan, Yuanzheng Li, Yang Li, Pu Yang, Zhigang Zeng
2025 J jnl
ZTFed-MAS2S: A Zero-Trust Federated Learning Framework with Verifiable Privacy and Trust-Aware Aggregation for Wind Power Data Imputation.
CoRR
Yang Li, Hanjie Wang, Yuanzheng Li, Jiazheng Li, Zhaoyang Dong
2024 J jnl
A Demand-Supply Cooperative Responding Strategy in Power System With High Renewable Energy Penetration.
IEEE Trans. Control. Syst. Technol.
Yuanzheng Li, Xinxin Long, Yang Li, Yizhou Ding, Tao Yang, Zhigang Zeng
2024 J jnl
A Novel Distributed PV Data Virtual Collection With Continuous-Binary Denoising Auto-Encoders.
IEEE Trans. Smart Grid
Leijiao Ge, Hangxu Liu, Jun Yan, Bing Sun, Yuanzheng Li, Luyang Hou
2024 J jnl
Federated Multiagent Deep Reinforcement Learning Approach via Physics-Informed Reward for Multimicrogrid Energy Management.
IEEE Trans. Neural Networks Learn. Syst.
Yuanzheng Li, Shangyang He, Yang Li, Yang Shi, Zhigang Zeng
2024 J jnl
Multi-Agent Reinforcement Learning With Privacy Preservation for Continuous Double Auction-Based P2P Energy Trading.
IEEE Trans. Ind. Informatics
Jiehui Zheng, Ze-Ting Liang, Yuanzheng Li, Zhigang Li, Qinghua Wu
2024 J jnl
Physical Informed-Inspired Deep Reinforcement Learning Based Bi-Level Programming for Microgrid Scheduling.
CoRR
Yang Li, Jiankai Gao, Yuanzheng Li, Chen Chen, Sen Li, Mohammad Shahidehpour, Zhe Chen
2024 J jnl
Renewable Energy Absorption Oriented Many-Objective Probabilistic Optimal Power Flow.
IEEE Trans. Netw. Sci. Eng.
Yuanzheng Li, Shangyang He, Yang Li, Qiang Ding, Zhigang Zeng
2023 J jnl
A Demand-Supply Cooperative Responding Strategy in Power System with High Renewable Energy Penetration.
CoRR
Yuanzheng Li, Xinxin Long, Yang Li, Yizhou Ding, Tao Yang, Zhigang Zeng
2023 J jnl
A Novel Optimization Demodulation Method for Gear Fault Vibration Overmodulation Signal and Its Application to Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Xiaoqing Yang, Guolin He, Kang Ding, Yuanzheng Li, Xiaoxi Ding, Weihua Li
2023 J jnl
Advancing Attack-Resilient Scheduling of Integrated Energy Systems with Demand Response via Deep Reinforcement Learning.
CoRR
Yang Li, Wenjie Ma, Yuanzheng Li, Sen Li, Zhe Chen
2023 — book
Artificial Intelligence Enabled Computational Methods for Smart Grid Forecast and Dispatch
Yuanzheng Li, Yong Zhao, Lei Wu, Zhigang Zeng
2023 J jnl
Cooperative Power Bidding of Smart Community Grids With an Aggregator-Prosumer-Based Hierarchical Framework.
IEEE Trans. Smart Grid
Haifeng Qiu, Hoay Beng Gooi, Hongjun Gao, Veerapandiyan Veerasamy, Yuanzheng Li
2023 J jnl
Deep Reinforcement Learning for Smart Grid Operations: Algorithms, Applications, and Prospects.
Proc. IEEE
Yuanzheng Li, Chaofan Yu, Mohammad Shahidehpour, Tao Yang, Zhigang Zeng, Tianyou Chai
2023 J jnl
Dispatch of highly renewable energy power system considering its utilization via a data-driven Bayesian assisted optimization algorithm.
Knowl. Based Syst.
Chaofan Yu, Yuanzheng Li, Yun Liu, Leijiao Ge, Hao Wang, Yunfeng Luo, Linqiang Pan
2023 J jnl
Federated Multi-Agent Deep Reinforcement Learning Approach via Physics-Informed Reward for Multi-Microgrid Energy Management.
CoRR
Yuanzheng Li, Shangyang He, Yang Li, Yang Shi, Zhigang Zeng
2023 J jnl
Fully Decentralized P2P Energy Trading in Active Distribution Networks With Voltage Regulation.
IEEE Trans. Smart Grid
Yun Liu, Chao Sun, Amrit Paudel, Yunqiang Gao, Yuanzheng Li, Hoay Beng Gooi, Jizhong Zhu
2023 J jnl
PMU Measurements-Based Short-Term Voltage Stability Assessment of Power Systems via Deep Transfer Learning.
IEEE Trans. Instrum. Meas.
Yang Li, Shitu Zhang, Yuanzheng Li, Jiting Cao, Shuyue Jia
2023 J jnl
PMU measurements based short-term voltage stability assessment of power systems via deep transfer learning.
CoRR
Yang Li, Shitu Zhang, Yuanzheng Li, Jiting Cao, Shuyue Jia
2023 J jnl
Probabilistic Charging Power Forecast of EVCS: Reinforcement Learning Assisted Deep Learning Approach.
IEEE Trans. Intell. Veh.
Yuanzheng Li, Shangyang He, Yang Li, Leijiao Ge, Suhua Lou, Zhigang Zeng
2023 J jnl
Spatiotemporal Residual Graph Attention Network for Traffic Flow Forecasting.
IEEE Internet Things J.
Qingyong Zhang, Changwu Li, Fuwen Su, Yuanzheng Li
2022 J jnl
Detection of False Data Injection Attacks in Smart Grid: A Secure Federated Deep Learning Approach.
CoRR
Yang Li, Xinhao Wei, Yuanzheng Li, Zhaoyang Dong, Mohammad Shahidehpour
2022 J jnl
Detection of False Data Injection Attacks in Smart Grid: A Secure Federated Deep Learning Approach.
IEEE Trans. Smart Grid
Yang Li, Xinhao Wei, Yuanzheng Li, Zhaoyang Dong, Mohammad Shahidehpour
2022 J jnl
Optimal scheduling of island integrated energy systems considering multi-uncertainties and hydrothermal simultaneous transmission: A deep reinforcement learning approach.
CoRR
Yang Li, Fanjin Bu, Yuanzheng Li, Chao Long
2022 J jnl
Probabilistic Charging Power Forecast of EVCS: Reinforcement Learning Assisted Deep Learning Approach.
CoRR
Yuanzheng Li, Shangyang He, Yang Li, Leijiao Ge, Suhua Lou, Zhigang Zeng
2022 J jnl
Robust and Resilient Distributed Optimal Frequency Control for Microgrids Against Cyber Attacks.
IEEE Trans. Ind. Informatics
Yun Liu, Yuanzheng Li, Yu Wang, Xian Zhang, Hoay Beng Gooi, Huanhai Xin
2022 J jnl
Wind Power Forecasting Considering Data Privacy Protection: A Federated Deep Reinforcement Learning Approach.
CoRR
Yang Li, Ruinong Wang, Yuanzheng Li, Meng Zhang, Chao Long
2021 J jnl
Adjustable Uncertainty Set Constrained Unit Commitment With Operation Risk Reduced Through Demand Response.
IEEE Trans. Ind. Informatics
Yuefang Du, Yuanzheng Li, Chao Duan, Hoay Beng Gooi, Lin Jiang
2021 J jnl
Bayesian Learning-Based Multi-Objective Distribution Power Network Reconfiguration.
IEEE Trans. Smart Grid
Tianwei Zhong, Hai-Tao Zhang, Yuanzheng Li, Lan Liu, Renzhi Lu
2021 J jnl
Enabling the Network to Surf the Internet.
CoRR
Zhuoling Li, Haohan Wang, Tymoteusz Swistek, Weixin Chen, Yuanzheng Li, Haoqian Wang
2021 C conf
Proactive Resilient Day-ahead Unit Commitment with Cloud Computing Data Centers.
IAS
Shengwei Liu, Tianyang Zhao, Xuan Liu, Yuanzheng Li, Peng Wang
2020 J jnl
A Fast Optimal Power Flow Algorithm Using Powerball Method.
IEEE Trans. Ind. Informatics
Hai-Tao Zhang, Weigao Sun, Yuanzheng Li, Dongfei Fu, Ye Yuan
2020 J jnl
A Novel Scheduling Strategy for Controllable Loads With Power-Efficiency Characteristics.
IEEE Trans. Smart Grid
Fanrong Wei, Zhiqiang Wan, Haibo He, Xiangning Lin, Yuanzheng Li
2019 J jnl
A Novel Thermal Energy Storage System in Smart Building Based on Phase Change Material.
IEEE Trans. Smart Grid
Fanrong Wei, Yuanzheng Li, Quan Sui, Xiangning Lin, Le Chen, Zhe Chen, Zhengtian Li
2019 J jnl
A Secure Distributed Transactive Energy Management Scheme for Multiple Interconnected Microgrids Considering Misbehaviors.
IEEE Trans. Smart Grid
Yun Liu, Hoay Beng Gooi, Yuanzheng Li, Huanhai Xin, Jian Ye
2019 J jnl
A highly accurate and fast power quality disturbances classification based on dictionary learning sparse decomposition.
Trans. Inst. Meas. Control
Delong Cai, Kaicheng Li, Shunfan He, Yuanzheng Li, Yi Luo
2019 C conf
Coordinated Stochastic Scheduling for Improving Wind Power Adsorption in Electric Vehicles-Wind Integrated Power Systems by Multi-objective Optimization Approach.
IAS
Yuanzheng Li, Zhixian Ni, Tianyang Zhao, Minghui Yu, Yun Liu, Lei Wu
2019 J jnl
Multi-Objective Optimal Dispatch of Microgrid Under Uncertainties via Interval Optimization.
IEEE Trans. Smart Grid
Yuanzheng Li, Ping Wang, Hoay Beng Gooi, Jian Ye, Lei Wu
2019 J jnl
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
Chen Zhao, Kaicheng Li, Yuanzheng Li, Lingyun Wang, Yi Luo, Xuebin Xu, Xiaojun Ding, Qingxu Meng
2019 J jnl
Probabilistic Optimal Power Flow With Correlated Wind Power Uncertainty via Markov Chain Quasi-Monte-Carlo Sampling.
IEEE Trans. Ind. Informatics
Weigao Sun, Mohsen Zamani, Hai-Tao Zhang, Yuanzheng Li
2018 J jnl
Energy Consumption Scheduling of HVAC Considering Weather Forecast Error Through the Distributionally Robust Approach.
IEEE Trans. Ind. Informatics
Yuefang Du, Lin Jiang, Chao Duan, Yuanzheng Li, J. S. Smith
2018 J jnl
Optimal Operation of Multimicrogrids via Cooperative Energy and Reserve Scheduling.
IEEE Trans. Ind. Informatics
Yuanzheng Li, Tianyang Zhao, Ping Wang, Hoay Beng Gooi, Lei Wu, Yun Liu, Jian Ye
2018 J jnl
Probabilistic Optimal Power Flow Considering Correlation of Wind Farms via Markov Chain Quasi-Monte Carlo Sampling.
CoRR
Weigao Sun, Mohsen Zamani, Hai-Tao Zhang, Yuanzheng Li
2018 J jnl
Real-Time Optimal Energy and Reserve Management of Electric Vehicle Fast Charging Station: Hierarchical Game Approach.
IEEE Trans. Smart Grid
Tianyang Zhao, Yuanzheng Li, Xuewei Pan, Peng Wang, Jianhua Zhang
2018 J jnl
Three-Layer Bayesian Network for Classification of Complex Power Quality Disturbances.
IEEE Trans. Ind. Informatics
Yi Luo, Kaicheng Li, Yuanzheng Li, Delong Cai, Chen Zhao, Qingxu Meng