叶宇剑｜东南大学｜学者主页

2026

多源不确定性风险约束下算力网-电力网协同运行优化方法

马丁，叶宇剑，吴奕之，张曦，Goran STRBAC

《电力系统自动化》

2026

面向在线动态安全分析的高时空分辨率状态估计：研究现状与方法框架

胡健雄，汤奕，王琦，叶宇剑，严明辉

《中国电机工程学报》

DOI

2026

弥合配电系统恢复调度仿真-现实间隙的两阶段数据-机理融合优化架构

吴奕之，叶宇剑，胡健雄，周东华，朱瑨，张新松，杨春祥，马彦宏，赵沛霖，刘浏，康重庆

《中国电机工程学报》

2026

面向社会福利最大化的城市电动汽车充电设施自适应动态规划策略

黄麒霖，叶宇剑，王睿，董千语，于越，汤迪霏，刘志远，王鹏，Goran STRBAC

《中国电机工程学报》

2026

源荷不确定性下储能参与配电网电压支撑的市场出清模型与定价方法

陈宇奇，叶宇剑，吴奕之，胡恒，张曦，Goran Strbac

《电力自动化设备》

2026

基于近端策略优化的火电商参与电能量-调频联合市场竞价策略

张斌，曹蕃，肖坤，宋寅，郭瑛，叶宇剑，许德智

《电力建设》

2026

Multi-timescale Multi-type Electricity and Carbon Emission Market Simulation by Hierarchical Quantum-classical Decision Making Framework

Xiang Gao, Ziqing Zhu, Siqi Bu, Shiwei Xia, Yujian Ye

CSEE Journal of Power and Energy Systems

2026

Coordinated and Generalizable Planning and Operation of PV-Storage-Charging Facilities in Coupled Power and Transportation Nexus

Yujian Ye, Cun Zhang, Xiao-Ying Yang, Tian-Xiang Cui, Bin Zhang, Yue Yu, Xiao-Peng Mu, Qi-Li Huang, Zhiyuan Liu, G. Strbac

IEEE Transactions on Smart Grid

DOI

2026

Two-Stage Privacy-Preserving Collaborative Forecasting for Wind Generation with Defense Against Malicious Eavesdroppers and Saboteurs

Yizhi Wu, Yujian Ye, Jian-Xiong Hu, Xijin Guo, Guoqiang Zeng, Liang Yu, Tian-Xiang Cui, Dong Yue, Goran Strbac

IEEE Transactions on Smart Grid

DOI

2026

Enhancing power grid resilience through weather-aware security constraints: A deep reinforcement learning approach with hybrid CNN-GRU architecture

Yingjun Wu, Junyu Feng, Xuejie Chen, Yujian Ye, Zhiwei Lin, Jiangfan Yuan, Xueyan He, Zhengxi Yin, Jiayan Lu

Applied Energy

DOI

2026

Computation offloading and resource allocation for Mobile edge computing in smart grid

Yingying An, Shubin Zhang, Ying Liu, Wei Gao, Chuan Liu, Yujian Ye, Wei Peng

Applied Energy

DOI

2026

Coordination Between Distribution Network and Microgrid in Confidence‐Adjustable Voltage Optimisation Considering Battery Swapping Station

Wei Jiang, Penglong Gao, Qinghe Sun, Qiong Wang, Yujian Ye, Yi-Fan Deng, Zhiqiang Xu

IET Smart Grid

DOI

2026

Power Flow Optimization Strategy for Regional Grid Transmission Corridors with Embedded HVDC

Zhou Li, Zihao Wang, Yujian Ye, Xiao-Ping Zhang

International Journal of Electrical Power & Energy Systems

DOI

2026

Knowledge Transferred DRL-Based Adversary for Cyberattacks on Active Distribution Network Volt-Var Control Agents: When and How

Xuekuan Chen, Yujian Ye, Xiang-Peng Xie, Ziqing Zhu, Jian-Xiong Hu, Dezhi Xu, G. Strbac

IEEE Transactions on Cybernetics

DOI

2026

Scheduling of Heterogeneous Distributed Resources Considering Temperature Coupling Characteristic in Cold-Region

Xi-Mu Liu, Yujian Ye, Hong-Ru Wang, Heng-Yu Liu, Dezhi Xu, Zhi Zhang

2026 IEEE PES International Meeting (PES IM)

DOI

2026

Physics-Informed State Estimation Model With Controllable Uncertainty: Enhancing Resilience Against False Data Injection Attacks in Power Systems

Shutan Wu, Qi Wang, Zi-Yi Zhang, Jian-Xiong Hu, Yujian Ye, Yi Tang, Wei He

IEEE Transactions on Industrial Informatics

DOI

2026

Dynamic Spatiotemporal Measurement Uncertainty-Aware Detection for Robust Power System State Estimation Against Stealthy FDIA

Shutan Wu, Qi Wang, Jian-Xiong Hu, Yujian Ye, Yi Tang, Wei He

IEEE Internet of Things Journal

DOI

2026

TPIC: A temporal–spatial price-driven integrated coordination framework for routing, loading, and (dis)charging of electric freight trucks

Ximu Liu, Yujian Ye, Xi Zhang, Goran Štrbac

Applied Energy

DOI

2026

Flexible Coordination Operation of Grid-Interactive Residential Buildings Based on Learning and Optimization-assisted Search

Jiadong He, Liang Yu, Dawei Qiu, Meng Zhang, Yujian Ye, Yi Wang, Goran Štrbac, Dong Yue

IEEE Transactions on Smart Grid

DOI

2026

Toward System-Wide Satisfaction of Emission and Security Constraints for Decentralized Coordination of Carbon-Aware Virtual Power Plants in Distribution Network

Xiao Liu, Ye Yujian, Cuo Zhang, Qianyi Ma, Jianguo Zhu

IEEE Transactions on Smart Grid

DOI

2026

Cold climate-aware dynamic traffic assignment for electric vehicle coordination in coupled power-transportation networks

Hengyu Liu, X L Hu, Zhi Zhang, Ximu Liu, Haoyu Liu, Yujian Ye

IET conference proceedings.

DOI

2026

Two-stage bidding for integrated PV–BESS–EV charging station in electricity spot market with a scenario-based GBD framework

Hengyu Liu, Zhi Zhang, X L Hu, Ximu Liu, Haoyu Liu, Yujian Ye

IET conference proceedings.

DOI

2026

Dual-agent with LSTM reinforcement learning for energy-efficient task scheduling of data centers

Yiling Zhang, Yujian Ye, Zhigang Du, Y LIU, Jing Tao

IET conference proceedings.

DOI

2026

A Markov Chain-Based SDDiP Method for Integrated Logistics and Hydrogen-Electric Energy Scheduling for Seaports

Wentao Lv, Yujian Ye, Tianxiang Cui, Huayan Zhang, Cun Zhang, Dezhi Xu, Di Huang, Zhiyuan Liu, Tang Li, Goran Štrbac

IEEE Transactions on Industrial Informatics

DOI

2026

TACOS: A Topology-Aware Cooperative Multiagent Framework for Power-Computing Coscheduling in Data Center Microgrids

Yiling Zhang, Yujian Ye, Jianxiong Hu, Chenye Wu, Tianxiang Cui, Goran Štrbac

IEEE Transactions on Industrial Informatics

DOI

2026

Three-Phase Continual Learning With Neuron Aging for Lithium-Ion Battery Energy Storage System Fault Diagnosis

Zeyang Chen, Dezhi Xu, Chengxi Zhang, Yujian Ye, Yan Wang, Qingyu Yang

IEEE Transactions on Industrial Electronics

DOI

2026

Offline Trained Multi-Scale Temporal Fusion Framework for Online Remaining Useful Life Prediction of Electric Vehicle Batteries

Sizhe Liu, Dezhi Xu, Shunshun Ma, Chengxi Zhang, Yujian Ye, Wei Hua

IEEE Transactions on Transportation Electrification

DOI

2026

Multi-stage day-ahead and intra-day resource scheduling and market bidding strategy for integrated PV-ESS-EV station under multiple uncertainties

Ximu Liu, Ye Yujian, Hongru Wang, Cun Zhang, Hengyu Liu, Zhi Zhang, Xi Zhang, Dezhi Xu, Goran Štrbac

International Journal of Electrical Power & Energy Systems

DOI

2026

Coordinating Transactive Energy and Carbon Emission Trading Among Multi‐Energy Virtual Power Plants for Distributed Learning

Peiling Chen, Ye Yujian

DOI

2026

A Multi‐Stage Bidding Strategy for Integrated Energy Refueling Stations in Electricity and Ancillary Markets Under Time‐Unfolding Uncertainties of Demand and Prices

Ximu Liu, Ye Yujian, Hongru Wang, Cun Zhang, Hengyu Liu, Zhi Long Zhang, Xi Zhang, Dezhi Xu, Goran Štrbac

IET Renewable Power Generation

DOI

2026

The old version of Readme file which is outdated

Jianxiong Hu, Yizhi Wu, Yujian Ye

Zenodo (CERN European Organization for Nuclear Research)

DOI

2025

计及不确定相关性的多能微电网数据驱动分布鲁棒优化调度

李佳玮，孙庆贺，王琼，叶宇剑，胡恒，张曦

《电力建设》

2025

基于用户停电损失值的移动应急电源调度决策方法

于振，张泽浩，叶宇剑，张曦，冯杰，徐希源，刘泽宇，闫百驹

《供用电》

DOI

2025

Mitigating power grid impact from proactive data center workload shifts: A coordinated scheduling strategy integrating synergistic traffic - data - power networks

Yuan-Shi Zhang, Bo-Kang Zou, Xu Jin, Yifu Luo, Meng Song, Yujian Ye, Qin-Ran Hu, Qi-Rui Chen, A. C. Zambroni

Applied Energy

DOI

2025

Attack-resilient state estimation for cyber-physical power systems: A dynamic spatial-temporal redundancy reconfiguration framework for FDIA detection

Shutan Wu, Qi Wang, Jian-Xiong Hu, Yujian Ye, Yi Tang

Applied Energy

DOI

2025

DRL-based Computation Offloading for Renewable Energy Powered MEC Network

Mingjie Zhu, Shubin Zhang, Ying Liu, Wei Gao, Chuan Liu, Yujian Ye, Wei Peng

International Conference Smart Grid and Smart Cities

DOI

2025

Coordinated Optimization of Topology Reconfiguration and Distributed Resource Scheduling for Overload Mitigation in Distribution Systems

Hao Hu, Siqi Qian, Mingqi Lou, Tian-Yi Chen, Zi-Ming Li, Yujian Ye

2025 IEEE International Conference on Electrical Energy Conversion Systems and Control（IEECSC)

DOI

2025

MADDPG-Based Strategic Bidding for Thermal Power Generators in Electricity Market

Yingni Guo, Kun Xiao, Fan Cao, Ying Song, Bin Zhang, Yujian Ye

2025 International Conference on Power Systems, Smart Grid, and Artificial Intelligence (PSGAI)

DOI

2025

M2WLLM: Multi-modal multi-task ultra-short-term wind power prediction algorithm based on large language model

Hang Fan, Ming-Xuan Li, Zuhan Zhang, Long Cheng, Yujian Ye, Weican Liu, Dunnan Liu

Information Fusion

DOI

2025

Constrained Semi-MDP Formulation and Perception-Enhanced Safe Policy Learning for Efficient Dynamic Task Scheduling of Data Centers

Yiling Zhang, Yujian Ye, Jianxiong Hu, Heng Hu, Xi Zhang, Dezhi Xu

IEEE Transactions on Smart Grid

DOI

2025

Harvesting spatial-temporal load migration flexibility of data centers: A chance-constrained bi-level optimization model with endogenously formed risk-reflective locational prices

Yujian Ye, Ding Ma, Yizhi Wu, Heng Hu, Xi Zhang, Chuan Liu, Dezhi Xu

Applied Energy

DOI

2025

Dynamic PMU Configuration for Stealthy Multi-Snapshot FDIA Mitigation: Enhancing Security in Hybrid-Measurement-Based State Estimation in Power Systems

Shutan Wu, Qi Wang, Jianxiong Hu, Yujian Ye, Yi Ping Tang

IEEE Transactions on Smart Grid

DOI

2025

Sustainable electrified seaports: A coordinated energy and logistics scheduling approach for future maritime hubs

Wentao Lv, Yujian Ye, Tianxiang Cui, Sheng Chen, Dezhi Xu, Wenwu Yu, Di Huang, Zhiyuan Liu, Jinda Zhu, Tang Li, Goran Štrbac

Applied Energy

DOI

2025

Network-Constrained P2P Trading: A Safety-Aware Decentralized Multi-Agent Reinforcement Learning Approach

Qianyi Ma, Zifa Liu, Yujian Ye, Xiao Liu

IEEE Transactions on Smart Grid

DOI

2025

Spatiotemporal coordination of electric vehicle traffic and energy flows in coupled power-transportation networks with multiple energy replenishment and vehicle-to-grid strategies

Haoyu Liu, Yujian Ye, Hongru Wang, Cun Zhang, Qilin Huang, Di Huang, Zhiyuan Liu, Dezhi Xu, Goran Štrbac

Applied Energy

DOI

2025

Carbon cap based multi-energy sharing among heterogeneous microgrids using multi-agent safe reinforcement learning method with credit assignment and sequential update

Qianyi Ma, Yujian Ye, Zifa Liu, Xiao Liu, Goran Štrbac

Applied Energy

DOI

2025

Advancing Privacy-Preserving Wind Generation Forecasts With Selective Spatial-Temporal Dependencies Extraction, Encryption and Sharing

Yujian Ye, Xijin Guo, Jianxiong Hu, Yizhi Wu, Dezhi Xu, Fan Cao, Goran Štrbac

IEEE Transactions on Smart Grid

DOI

2025

Reliability and Comfort-Aware Operation Optimization for Hydrogen-Based Building Energy Systems in Off-Grid Mode

Zhiqiang Chen, Liang Yu, Ming Chen, Dong Yue, Tingjun Zhang, Yujian Ye, Goran Štrbac, Meng Zhang

IEEE Transactions on Smart Grid

DOI

2025

Carbon-Aware Peer-to-Peer Energy Trading in an Unbalanced Distribution Network via a Nash Equilibrium Discovery Deep Reinforcement Learning Approach

Xiao Liu, Yujian Ye, Sinan Li, Cuo Zhang, Qianyi Ma, Jianguo G. Zhu

IEEE Transactions on Smart Grid

DOI

2025

Special Section on Integrated Operation, Planning, and Business Paradigm for Coupled Energy, Transportation, and Information Networks

Wei‐Jen Lee, Yujian Ye, Zhaohao Ding, Mahnoosh Alizadeh, Antonio De Paola, Dimitrios A. Papadaskalopoulos, Yunzhi Cheng, Goran Štrbac, Ning Lü

IEEE Transactions on Smart Grid

DOI

2025

Guest Editorial Cybersecurity and Resilience of Networked Microgrids

Yu Wang, Charalambos Konstantinou, Quan Zhou, Yujian Ye, Xiaozhe Wang, Nikos D. Hatziargyriou, Anurag Kumar Srivastava, Sukumar Kamalasadan

IEEE Transactions on Industry Applications

DOI

2025

Joint Differentiated Pricing and Energy-Carbon Trading for Electric Vehicle Charging Stations: An ADMM-Based Nash Bargaining Solution

Ming Chen, Liang Yu, Zhiqiang Chen, Tingjun Zhang, Dawei Qiu, Yujian Ye, Meng Zhang

IEEE Internet of Things Journal

DOI

2025

Toward profitable energy futures trading strategies using reinforcement learning incorporating disagreement and connectedness methods enabled by large language models

Tianxiang Cui, Yujian Ye, Yiran Li, Nanjiang Du, Xingke Song, Yicheng Zhu, Xiaoying Yang, Goran Štrbac

Energy and AI

DOI

2025

Miniature Real-Time Compact Deep Neural Network With Zero-Shot Neural Architecture Search for Lithium-Ion Battery Fault Diagnosis

Zeyang Chen, Dezhi Xu, Chao Qun Shen, Yujian Ye, Bin Jiang

IEEE Transactions on Industrial Informatics

DOI

2025

Event-Triggered Model-Free Adaptive Formation Constrained Control for Nonlinear Heterogeneous Multiagent Systems

Weiming Zhang, Dezhi Xu, Yujian Ye, Wei Hua, Bin Jiang

IEEE Transactions on Cybernetics

DOI

2025

Designing the future electricity spot market with high renewables via reliable simulations

Ziqing Zhu, Siqi Bu, Ka Wing Chan, Fangxing Fran Li, Yujian Ye, Chi Yung Chung, Goran Štrbac

Nature Reviews Electrical Engineering

DOI

2025

Factoring spatial-temporal demand shifting flexibility of data centers with endogenously formed locational prices

Ding Ma, Yujian Ye, Hongru Wang, Yizhi Wu, Xi Zhang, Goran Štrbac

IET conference proceedings.

DOI

2025

Multiagent-Based Model Predictive Control of Parallel PV/BESS Electric Springs in Microgrids

Dezhi Xu, Zuhang Zhang, Yujian Ye, Bin Jiang, Peng Jia Shi

IEEE Transactions on Industrial Informatics

DOI

2025

Towards Reliable Navigation for Intelligent Unmanned Surface Vehicles

Wenwen Liu, Zhuoli Zhao, Yujian Ye, Dezhi Xu

DOI

2025

Coordinated Operation Optimization of Grid-Interactive Residential Buildings Based on Neural Network-Assisted Hierarchical Model Predictive Control

Liang Yu, Zhiqiang Chen, Dong Yue, Yujian Ye, Goran Štrbac, Yi Wang

IEEE Transactions on Automation Science and Engineering

DOI

2025

A Semi-Supervised Enhanced Fault Diagnosis Algorithm for Complex Equipment Assisted by Digital Multitwins

Sizhe Liu, Dezhi Xu, Chao Qun Shen, Yujian Ye, Bin Jiang

IEEE Transactions on Instrumentation and Measurement

DOI

2025

Intelligent Fault Diagnosis for Battery Packs Using FCE-GCN: Addressing the Challenges of Class Imbalance and Feature Similarity

Sizhe Liu, Dezhi Xu, Chao Qun Shen, Yujian Ye, Bin Jiang

IEEE Transactions on Instrumentation and Measurement

DOI

2025

Bi‐Level Optimisation Model for Harvesting Spatial‐Temporal Load Shifting Flexibility of Data Centres Using Endogenously Formed Locational Price Signal

Ding Ma, Yujian Ye, Yizhi Wu, Dezhi Xu, Zhaohao Ding, Goran Štrbac

IET Smart Grid

DOI

2025

Privacy-Protected Short-Term Wind Power Prediction Based on Vertical Federated Learning

Xijin Guo, Yujian Ye, Jianxiong Hu, Yizhi Wu

Lecture notes in electrical engineering

DOI

2025

Bayesian Primal-Dual Safe Policy Optimization for Stochastic Dynamic Optimal Power Flow Program: Dissecting from a Probabilistic Perspective

Yujian Ye, Yizhi Wu, Jianxiong Hu, Qiong Wang, Xi Zhang, Goran Štrbac

Lecture notes in electrical engineering

DOI

2024

考虑负荷时空迁移的5G基站与配电网协同优化运行

于昌平，王琦，吴舒坦，胡秦然，叶宇剑，汤奕

《电力自动化设备》

2024

市场环境下智能配用电系统分层协同优化运行：研究挑战、进展与展望

叶宇剑，吴奕之，胡健雄，汤奕，陈涛，Goran STRBAC

《中国电机工程学报》

2024

Physics-guided Safe Policy Learning with Enhanced Perception for Real-time Dynamic Security Constrained Optimal Power Flow

Yujian Ye, Yizhi Wu, Jianxiong Hu, Hao Hu, Shengyi Qian, Xi Zhang, Qiong Wang, Goran Štrbac

Journal of Modern Power Systems and Clean Energy

DOI

2024

Design of P2P trading mechanism for multi-energy prosumers based on generalized nash bargaining in GCT-CET market

Yu-Xiang Meng, Gang Ma, Yujian Ye, Yun-Ting Yao, Wei-Kang Li, Tian-Yu Li

Applied Energy

DOI

2024

Privacy-preserving Multiarea Economic Optimization In Power System Using Homomorphic Encryption

Zhenyang Yan, Yujian Ye, Xijin Guo, Hao Hu, Xiang-Peng Xie

2024 3rd International Conference on Power Systems and Electrical Technology (PSET)

DOI

2024

Probabilistic Forecasting Based Stochastic Optimal Bidding Strategy for a Wind-Storage Integrated System in Joint Electricity and Reserve Markets

Kun Xiao, Xi-Mu Liu, Yujian Ye

2024 3rd International Conference on Power Systems and Electrical Technology (PSET)

DOI

2024

Microgrid Energy Management Considering Communication: A Bayesian Deep Q-learning Learning Approach

Qinhan Hu, Yujian Ye, Yizhi Wu, Xiang-Peng Xie

2024 3rd International Conference on Power Systems and Electrical Technology (PSET)

DOI

2024

Topology switching-based moving target defense against false data injection attacks on a power system

Qi Wang, Shutan Wu, Zhong Wu, Jian-Xiong Hu, Quanpeng He, Yujian Ye, Yi Tang

International Journal of Electrical Power & Energy Systems

DOI

2024

High-Resolution Real-Time Power Systems State Estimation: A Combined Physics-Embedded and Data-Driven Perspective

Jianxiong Hu, Qi Wang, Yujian Ye, Yi Ping Tang

IEEE Transactions on Power Systems

DOI

2024

Chance Constrained MDP Formulation and Bayesian Advantage Policy Optimization for Stochastic Dynamic Optimal Power Flow

Yizhi Wu, Yujian Ye, Jianxiong Hu, Peilin Zhao, Liu Liu, Goran Štrbac, Chongqing Kang

IEEE Transactions on Power Systems

DOI

2024

Rethinking Safe Policy Learning for Complex Constraints Satisfaction: A Glimpse in Real-Time Security Constrained Economic Dispatch Integrating Energy Storage Units

Jianxiong Hu, Yujian Ye, Yizhi Wu, Peilin Zhao, Liu Liu

IEEE Transactions on Power Systems

DOI

2024

Strategic dispatch of electric buses for resilience enhancement of urban energy systems

Xi Zhang, Zihang Dong, Fenyu Huangfu, Yujian Ye, Goran Štrbac, Chongqing Kang

Applied Energy

DOI

2024

Fast Resilience Assessment of Integrated Electricity-Gas Systems Considering Non-Convex Gas Flow Dynamics

Pengxiang Liu, Zhi Shen Wu, Wei Gu, Yuping Lu, Qirun Sun, Yujian Ye, Goran Štrbac

IEEE Transactions on Smart Grid

DOI

2024

Detection of internal short circuit in lithium-ion batteries based on electrothermal coupling model

Tinglong Pan, Ziyi Yu, Shunshun Ma, Dezhi Xu, Yujian Ye, Jianlin Li

Journal of Energy Storage

DOI

2024

Artificial Intelligence for Microgrid Resilience: A Data-Driven and Model-Free Approach

Dawei Qiu, Goran Štrbac, Yi Wang, Yujian Ye, Jiawei Wang, Pierre Pinson, Vera Silva, Fei Teng

IEEE Power and Energy Magazine

DOI

2024

Intelligent fault diagnosis for unbalanced battery data using adversarial domain expansion and enhanced stochastic configuration networks

Sizhe Liu, Dezhi Xu, Yujian Ye, Tinglong Pan

Information Sciences

DOI

2024

Co-optimizing electric bus dispatching and charging considering limited resources and battery degradation

Chenming Niu, Qiuzi Chen, Ran Tu, Di Huang, Yujian Ye

Multimodal Transportation

DOI

2024

Prescribed-performance-based adaptive fractional-order sliding mode control for ship DC microgrid

Wenwen Liu, Jinlei Pei, Yujian Ye, Yuanchang Liu, Richard W. G. Bucknall, Dezhi Xu

Ocean Engineering

DOI

2024

Evolution-Assisted Deep Reinforcement Learning for Fast Charging Station Coordinated Operation

Xiaoying Yang, Yujing Gu, Fuhua Jia, Yiran Li, Hongru Wang, Nanjiang Du, Tianxiang Cui, Yujian Ye, Ruibin Bai

IEEE Congress on Evolutionary Computation (CEC)

DOI

2024

Holistic coordination of transactive energy and carbon emission right trading for heterogenous networked multi-energy microgrids: A fully distributed adaptive consensus ADMM approach

Peiling Chen, Yujian Ye, Hongru Wang, Siqi Bu, Yi Ping Tang, Goran Štrbac

Sustainable Energy Technologies and Assessments

DOI

2024

Multiagent Deep Reinforcement Learning for Electric Vehicle Fast Charging Station Pricing Game in Electricity-Transportation Nexus

Xiaoying Yang, Tianxiang Cui, Hongru Wang, Yujian Ye

IEEE Transactions on Industrial Informatics

DOI

2023

面向双碳目标的交通网-电网耦合网络中电动汽车负荷低碳优化方法

叶宇剑，袁泉，汤奕

《中国电力》

2023

基于内点策略优化的受约束电动汽车充放电策略

臧汉洲，叶宇剑，汤奕

《电网技术》

2023

Identifying generalizable equilibrium pricing strategies for charging service providers in coupled power and transportation networks

Yujian Ye, Hongru Wang, Tianxiang Cui, Xiaoying Yang, Shaofu Yang, Min-Ling Zhang

Advances in Applied Energy

DOI

2023

A novel non-intrusive load monitoring method based on ResNet-seq2seq networks for energy disaggregation of distributed energy resources integrated with residential houses

Yuanshi Zhang, Wenyan Qian, Yujian Ye, Yang Li, Yi Ke Tang, Yu Long, Meimei Duan

Applied Energy

DOI

2023

Towards Risk-Aware Real-Time Security Constrained Economic Dispatch: A Tailored Deep Reinforcement Learning Approach

Jianxiong Hu, Yujian Ye, Yi Ping Tang, Goran Štrbac

IEEE Transactions on Power Systems

DOI

2023

Online Preventive Control for Transmission Overload Relief Using Safe Reinforcement Learning With Enhanced Spatial-Temporal Awareness

Han Cui, Yujian Ye, Jianxiong Hu, Yi Ping Tang, Zizhao Lin, Goran Štrbac

IEEE Transactions on Power Systems

DOI

2023

Safe Deep Reinforcement Learning for Microgrid Energy Management in Distribution Networks With Leveraged Spatial–Temporal Perception

Yujian Ye, Hongru Wang, Peiling Chen, Yi Ping Tang, Goran Štrbac

IEEE Transactions on Smart Grid

DOI

2023

A High Temporal-Spatial Resolution Power System State Estimation Method for Online DSA

Jianxiong Hu, Qi Wang, Yujian Ye, Zhong Wu, Yi Ping Tang

IEEE Transactions on Power Systems

DOI

2023

Efficient Virtual Power Plant Dispatch Model for Distributed Energy Resources Using Deep Reinforcement Learning

Shiling Zhang, Fan Ye, Jiaxing Zhou, Qiang Xiao, Mi Zhang, Haoyu Wang, Yujian Ye

IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems

DOI

2023

Market-Based Generation Planning with Carbon Target

Junkai Wang, Dawei Qiu, Goran Štrbac, Yujian Ye

International Conference on the European Energy Market (EEM)

DOI

2023

Guest Editorial: Transition towards deep decarbonisation of modern energy systems

Yujian Ye, Can Wan, Chenghong Gu, Dan Wu, Goran Štrbac, Hongjian Sun, Peng Zhang, Rui Bo, Yi Ke Tang, Zhongbei Tian

IET Smart Grid

DOI

2022

抑制柔性负荷过响应的微网分散式调控参数优化

叶宇剑，袁泉，汤奕，Goran Strbac

《中国电机工程学报》

2022

Physical-data Fusion Modeling Method for Energy Consumption Analysis of Smart Building

Xiao Han, Chaohai Zhang, Yi Tang, Yujian Ye

Journal of Modern Power Systems and Clean Energy

2022

Spatial Branching for Conic Non-Convexities in Optimal Electricity-Gas Flow

Pengxiang Liu, Zhi Shen Wu, Wei Gu, Yuping Lu, Yujian Ye, Goran Štrbac

IEEE Transactions on Power Systems

DOI

2022

An Efficient LP-Based Approach for Spatial-Temporal Coordination of Electric Vehicles in Electricity-Transportation Nexus

Hongru Wang, Yujian Ye, Qi Wang, Yi Ping Tang, Goran Štrbac

IEEE Transactions on Power Systems

DOI

2022

Toward Online Power System Model Identification: A Deep Reinforcement Learning Approach

Jianxiong Hu, Qi Wang, Yujian Ye, Yi Ping Tang

IEEE Transactions on Power Systems

DOI

2022

A novel deep-learning based surrogate modeling of stochastic electric vehicle traffic user equilibrium in low-carbon electricity–transportation nexus

Quan Yuan, Yujian Ye, Yi Ping Tang, Yuanchang Liu, Goran Štrbac

Applied Energy

DOI

2022

A GAN-Based Data Injection Attack Method on Data-Driven Strategies in Power Systems

Zengji Liu, Qi Wang, Yujian Ye, Yi Ping Tang

IEEE Transactions on Smart Grid

DOI

2022

Multi-Agent Deep Reinforcement Learning for Coordinated Energy Trading and Flexibility Services Provision in Local Electricity Markets

Yujian Ye, Dimitrios A. Papadaskalopoulos, Quan Yuan, Yi Ping Tang, Goran Štrbac

IEEE Transactions on Smart Grid

DOI

2022

Low Carbon Electric Vehicle Charging Coordination in Coupled Transportation and Power Networks

Quan Yuan, Yujian Ye, Yi Ping Tang, Xuefei Liu, Qidong Tian

IEEE Transactions on Industry Applications

DOI

2022

Editorial: AI, data analytics, and mechanism design for DER integration toward net zero

Hao Wang, Yujian Ye, Yue Chen, Yize Chen, Qing Yang, Qiushi Cui, Pengcheng You

Frontiers in Energy Research

DOI

2022

Capacity evaluation of central air conditioning load participating in peak shaving of renewable dominated power systems

Rui Zhang, Jilai Yu, Yi Ping Tang, Yujian Ye

IET Generation Transmission & Distribution

DOI

2022

Optimal Energy Management of a Virtual Power Plant Considering Its Participation in Electricity and Carbon Allowance Trading

Huacheng Zhang, Hui Chen, Jiaming Yin, Huiyu Wang, Quan Yuan, Yujian Ye

IEEE Conference on Energy Internet and Energy System Integration (EI2)

DOI

2022

A Non-Convex and Non-Iterative Approach for Fast Vulnerability Analysis of Smart Grids

Pengxiang Liu, Zhi Shen Wu, Wei Gu, Yuping Lu, Yujian Ye, Goran Štrbac

IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe)

DOI

2022

Market-based hosting capacity maximization of renewable generation in power grids with energy storage integration

Yujian Ye, Huiyu Wang, Yi Tang

Frontiers in Energy Research

DOI

2022

Security Constrained Dispatch for Renewable Proliferated Distribution Network Based on Safe Reinforcement Learning

Han Feng Cui, Yujian Ye, Qidong Tian, Yi Tang

Frontiers in Energy Research

DOI

2022

Transition to Digitalized Paradigms for Security Control and Decentralized Electricity Market

Federica Bellizio, Wangkun Xu, Dawei Qiu, Yujian Ye, Dimitrios A. Papadaskalopoulos, Jochen Lorenz Cremer, Fei Teng, Goran Štrbac

Proceedings of the IEEE

DOI

2022

Spatial load migration in a power system: Concept, potential and prospects

Hongru Wang, Qi Wang, Yi Ping Tang, Yujian Ye

International Journal of Electrical Power & Energy Systems

DOI

2022

A combinational transfer learning framework for online transient stability prediction

Han Feng Cui, Qi Wang, Yujian Ye, Yi Ping Tang, Zizhao Lin

Sustainable Energy Grids and Networks

DOI

2021

Unified modelling of gas and thermal inertia for integrated energy system and its application to multitype reserve procurement

Weijia Sun, Qi Wang, Yujian Ye, Yi Ping Tang

Applied Energy

DOI

2021

A Scalable Privacy-Preserving Multi-Agent Deep Reinforcement Learning Approach for Large-Scale Peer-to-Peer Transactive Energy Trading

Yujian Ye, Yi Ping Tang, Huiyu Wang, Xiaoping Zhang, Goran Štrbac

IEEE Transactions on Smart Grid

DOI

2021

Scalable coordinated management of peer-to-peer energy trading: A multi-cluster deep reinforcement learning approach

Dawei Qiu, Yujian Ye, Dimitrios A. Papadaskalopoulos, Goran Štrbac

Applied Energy

DOI

2021

Towards Market-Based Integration of Renewable Generation in Power Grids

Huiyu Wang, Yujian Ye, Yi Ke Tang

IEEE Sustainable Power and Energy Conference (iSPEC)

DOI

2021

Dynamic Modeling of Smart Buildings Energy Consumption: A Cyber-Physical Fusion Approach

Peiling Chen, Yujian Ye, Jianxiong Hu, Hongru Wang, Yonggao Yin, Yi Ke Tang

IEEE Sustainable Power and Energy Conference (iSPEC)

DOI

2021

A two-stage deep transfer learning for localisation of forced oscillations disturbance source

Shuang Lei Feng, Jianing Chen, Yujian Ye, Xi Wu, Hao Lin Cui, Yi Ping Tang, Jiaxing Lei

International Journal of Electrical Power & Energy Systems

DOI

2021

Optimal Load Scheduling in Coupled Power and Transportation Networks

Quan Yuan, Yujian Ye, Yi Tang, Xuefei Liu, Qidong Tian

IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia)

DOI

2021

Real-Time Autonomous Residential Demand Response Management Based on Twin Delayed Deep Deterministic Policy Gradient Learning

Yujian Ye, Dawei Qiu, Huiyu Wang, Yi Ping Tang, Goran Štrbac

Energies

DOI

2020

Distributed Consensus-Based Coordination of Flexible Demand and Energy Storage Resources

Jing Li, Yujian Ye, Dimitrios A. Papadaskalopoulos, Goran Štrbac

IEEE Transactions on Power Systems

DOI

精选作品

期刊论文

多源不确定性风险约束下算力网-电力网协同运行优化方法

面向在线动态安全分析的高时空分辨率状态估计：研究现状与方法框架

弥合配电系统恢复调度仿真-现实间隙的两阶段数据-机理融合优化架构

面向社会福利最大化的城市电动汽车充电设施自适应动态规划策略

源荷不确定性下储能参与配电网电压支撑的市场出清模型与定价方法

基于近端策略优化的火电商参与电能量-调频联合市场竞价策略

Multi-timescale Multi-type Electricity and Carbon Emission Market Simulation by Hierarchical Quantum-classical Decision Making Framework

Coordinated and Generalizable Planning and Operation of PV-Storage-Charging Facilities in Coupled Power and Transportation Nexus

Two-Stage Privacy-Preserving Collaborative Forecasting for Wind Generation with Defense Against Malicious Eavesdroppers and Saboteurs

Enhancing power grid resilience through weather-aware security constraints: A deep reinforcement learning approach with hybrid CNN-GRU architecture

Computation offloading and resource allocation for Mobile edge computing in smart grid

Coordination Between Distribution Network and Microgrid in Confidence‐Adjustable Voltage Optimisation Considering Battery Swapping Station

Power Flow Optimization Strategy for Regional Grid Transmission Corridors with Embedded HVDC

Knowledge Transferred DRL-Based Adversary for Cyberattacks on Active Distribution Network Volt-Var Control Agents: When and How

Scheduling of Heterogeneous Distributed Resources Considering Temperature Coupling Characteristic in Cold-Region

Physics-Informed State Estimation Model With Controllable Uncertainty: Enhancing Resilience Against False Data Injection Attacks in Power Systems

Dynamic Spatiotemporal Measurement Uncertainty-Aware Detection for Robust Power System State Estimation Against Stealthy FDIA

TPIC: A temporal–spatial price-driven integrated coordination framework for routing, loading, and (dis)charging of electric freight trucks

Flexible Coordination Operation of Grid-Interactive Residential Buildings Based on Learning and Optimization-assisted Search

Toward System-Wide Satisfaction of Emission and Security Constraints for Decentralized Coordination of Carbon-Aware Virtual Power Plants in Distribution Network

Cold climate-aware dynamic traffic assignment for electric vehicle coordination in coupled power-transportation networks

Two-stage bidding for integrated PV–BESS–EV charging station in electricity spot market with a scenario-based GBD framework

Dual-agent with LSTM reinforcement learning for energy-efficient task scheduling of data centers

A Markov Chain-Based SDDiP Method for Integrated Logistics and Hydrogen-Electric Energy Scheduling for Seaports

TACOS: A Topology-Aware Cooperative Multiagent Framework for Power-Computing Coscheduling in Data Center Microgrids

Three-Phase Continual Learning With Neuron Aging for Lithium-Ion Battery Energy Storage System Fault Diagnosis

Offline Trained Multi-Scale Temporal Fusion Framework for Online Remaining Useful Life Prediction of Electric Vehicle Batteries

Multi-stage day-ahead and intra-day resource scheduling and market bidding strategy for integrated PV-ESS-EV station under multiple uncertainties

Coordinating Transactive Energy and Carbon Emission Trading Among Multi‐Energy Virtual Power Plants for Distributed Learning

A Multi‐Stage Bidding Strategy for Integrated Energy Refueling Stations in Electricity and Ancillary Markets Under Time‐Unfolding Uncertainties of Demand and Prices

The old version of Readme file which is outdated

计及不确定相关性的多能微电网数据驱动分布鲁棒优化调度

基于用户停电损失值的移动应急电源调度决策方法

Mitigating power grid impact from proactive data center workload shifts: A coordinated scheduling strategy integrating synergistic traffic - data - power networks

Attack-resilient state estimation for cyber-physical power systems: A dynamic spatial-temporal redundancy reconfiguration framework for FDIA detection

DRL-based Computation Offloading for Renewable Energy Powered MEC Network

Coordinated Optimization of Topology Reconfiguration and Distributed Resource Scheduling for Overload Mitigation in Distribution Systems

MADDPG-Based Strategic Bidding for Thermal Power Generators in Electricity Market

M2WLLM: Multi-modal multi-task ultra-short-term wind power prediction algorithm based on large language model

Constrained Semi-MDP Formulation and Perception-Enhanced Safe Policy Learning for Efficient Dynamic Task Scheduling of Data Centers

Harvesting spatial-temporal load migration flexibility of data centers: A chance-constrained bi-level optimization model with endogenously formed risk-reflective locational prices

Dynamic PMU Configuration for Stealthy Multi-Snapshot FDIA Mitigation: Enhancing Security in Hybrid-Measurement-Based State Estimation in Power Systems

Sustainable electrified seaports: A coordinated energy and logistics scheduling approach for future maritime hubs

Network-Constrained P2P Trading: A Safety-Aware Decentralized Multi-Agent Reinforcement Learning Approach

Spatiotemporal coordination of electric vehicle traffic and energy flows in coupled power-transportation networks with multiple energy replenishment and vehicle-to-grid strategies

Carbon cap based multi-energy sharing among heterogeneous microgrids using multi-agent safe reinforcement learning method with credit assignment and sequential update

Advancing Privacy-Preserving Wind Generation Forecasts With Selective Spatial-Temporal Dependencies Extraction, Encryption and Sharing

Reliability and Comfort-Aware Operation Optimization for Hydrogen-Based Building Energy Systems in Off-Grid Mode

Carbon-Aware Peer-to-Peer Energy Trading in an Unbalanced Distribution Network via a Nash Equilibrium Discovery Deep Reinforcement Learning Approach

Special Section on Integrated Operation, Planning, and Business Paradigm for Coupled Energy, Transportation, and Information Networks

Guest Editorial Cybersecurity and Resilience of Networked Microgrids

Joint Differentiated Pricing and Energy-Carbon Trading for Electric Vehicle Charging Stations: An ADMM-Based Nash Bargaining Solution

Toward profitable energy futures trading strategies using reinforcement learning incorporating disagreement and connectedness methods enabled by large language models

Miniature Real-Time Compact Deep Neural Network With Zero-Shot Neural Architecture Search for Lithium-Ion Battery Fault Diagnosis

Event-Triggered Model-Free Adaptive Formation Constrained Control for Nonlinear Heterogeneous Multiagent Systems

Designing the future electricity spot market with high renewables via reliable simulations

Factoring spatial-temporal demand shifting flexibility of data centers with endogenously formed locational prices

Multiagent-Based Model Predictive Control of Parallel PV/BESS Electric Springs in Microgrids

Towards Reliable Navigation for Intelligent Unmanned Surface Vehicles

Coordinated Operation Optimization of Grid-Interactive Residential Buildings Based on Neural Network-Assisted Hierarchical Model Predictive Control

A Semi-Supervised Enhanced Fault Diagnosis Algorithm for Complex Equipment Assisted by Digital Multitwins

Intelligent Fault Diagnosis for Battery Packs Using FCE-GCN: Addressing the Challenges of Class Imbalance and Feature Similarity

Bi‐Level Optimisation Model for Harvesting Spatial‐Temporal Load Shifting Flexibility of Data Centres Using Endogenously Formed Locational Price Signal

Privacy-Protected Short-Term Wind Power Prediction Based on Vertical Federated Learning

Bayesian Primal-Dual Safe Policy Optimization for Stochastic Dynamic Optimal Power Flow Program: Dissecting from a Probabilistic Perspective

考虑负荷时空迁移的5G基站与配电网协同优化运行

市场环境下智能配用电系统分层协同优化运行：研究挑战、进展与展望

Physics-guided Safe Policy Learning with Enhanced Perception for Real-time Dynamic Security Constrained Optimal Power Flow

Design of P2P trading mechanism for multi-energy prosumers based on generalized nash bargaining in GCT-CET market

Privacy-preserving Multiarea Economic Optimization In Power System Using Homomorphic Encryption

Probabilistic Forecasting Based Stochastic Optimal Bidding Strategy for a Wind-Storage Integrated System in Joint Electricity and Reserve Markets

Microgrid Energy Management Considering Communication: A Bayesian Deep Q-learning Learning Approach

Topology switching-based moving target defense against false data injection attacks on a power system

High-Resolution Real-Time Power Systems State Estimation: A Combined Physics-Embedded and Data-Driven Perspective

Chance Constrained MDP Formulation and Bayesian Advantage Policy Optimization for Stochastic Dynamic Optimal Power Flow

Rethinking Safe Policy Learning for Complex Constraints Satisfaction: A Glimpse in Real-Time Security Constrained Economic Dispatch Integrating Energy Storage Units

Strategic dispatch of electric buses for resilience enhancement of urban energy systems

Fast Resilience Assessment of Integrated Electricity-Gas Systems Considering Non-Convex Gas Flow Dynamics