Effective Feature Preprocessing for Time Series Forecasting. - Junhua Zhao 001; Zhao Yang Dong; Zhao Xu 002 (ADMA, 2006)

Mining complex power networks for blackout prevention. - Junhua Zhao 001; Zhao Yang Dong; Pei Zhang 010 (KDD, 2007)

Online Rare Events Detection. - Junhua Zhao 001; Xue Li 001; Zhao Yang Dong (PAKDD, 2007)

An improved Naive Bayesian classifier with advanced discretisation method. - Junhua Zhao 001; Zhao Yang Dong; Xue Li 001 (Int. J. Intell. Syst. Technol. Appl., 2007)

Electricity market management and analysis using advanced data mining and statistical methods - Junhua Zhao 001 (2007)

Predicting the probability of ice storm damages to electricity transmission facilities based on ELM and Copula function. - Hongming Yang; Wenjun Xu; Junhua Zhao 001; Dianhui Wang 001; Zhaoyang Dong (Neurocomputing, 2011)

Optimal Dispatch of Electric Vehicles and Wind Power Using Enhanced Particle Swarm Optimization. - Junhua Zhao 001; Fushuan Wen; Zhao Yang Dong; Yusheng Xue; Kit Po Wong (IEEE Trans. Ind. Informatics, 2012)

Extreme learning machine based genetic algorithm and its application in power system economic dispatch. - Hongming Yang; Jun Yi; Junhua Zhao 001; Zhao Yang Dong (Neurocomputing, 2013)

Power system fault diagnosis based on history driven differential evolution and stochastic time domain simulation. - Junhua Zhao 001; Yan Xu 005; Fengji Luo; Zhao Yang Dong; Yaoyao Peng (Inf. Sci., 2014)

Assessing the Transmission Expansion Cost With Distributed Generation: An Australian Case Study. - Fengji Luo; Junhua Zhao 001; Jing Qiu 001; John Foster 003; Yaoyao Peng; Zhaoyang Dong (IEEE Trans. Smart Grid, 2014)

Dispatch Strategy of PHEVs to Mitigate Selected Patterns of Seasonally Varying Outputs From Renewable Generation. - Guibin Wang; Junhua Zhao 001; Fushuan Wen; Yusheng Xue; Gerard Ledwich (IEEE Trans. Smart Grid, 2015)

A new metaheuristic algorithm for real-parameter optimization: Natural aggregation algorithm. - Fengji Luo; Junhua Zhao 001; Zhao Yang Dong (CEC, 2016)

Natural aggregation algorithm: A new efficient metaheuristic tool for power system optimizations. - Fengji Luo; Zhao Yang Dong; Yingying Chen; Junhua Zhao 001 (SmartGridComm, 2016)

Assessing Short-Term Voltage Stability of Electric Power Systems by a Hierarchical Intelligent System. - Yan Xu 005; Rui Zhang 057; Junhua Zhao 001; Zhao Yang Dong; Dianhui Wang 001; Hongming Yang; Kit Po Wong (IEEE Trans. Neural Networks Learn. Syst., 2016)

Cloud-Based Information Infrastructure for Next-Generation Power Grid: Conception, Architecture, and Applications. - Fengji Luo; Junhua Zhao 001; Zhao Yang Dong; Yingying Chen; Yan Xu 005; Xin Zhang 028; Kit Po Wong (IEEE Trans. Smart Grid, 2016)

Optimal Dispatch of Air Conditioner Loads in Southern China Region by Direct Load Control. - Fengji Luo; Junhua Zhao 001; Zhao Yang Dong; Xiaojiao Tong; Yingying Chen; Hongming Yang; Hualong Zhang (IEEE Trans. Smart Grid, 2016)

An Operational Planning Framework for Large-Scale Thermostatically Controlled Load Dispatch. - Fengji Luo; Zhao Yang Dong; Ke Meng 001; Junhao Wen 001; Haiming Wang; Junhua Zhao 001 (IEEE Trans. Ind. Informatics, 2017)

A Review of False Data Injection Attacks Against Modern Power Systems. - Gaoqi Liang; Junhua Zhao 001; Fengji Luo; Steven R. Weller; Zhao Yang Dong (IEEE Trans. Smart Grid, 2017)

Super-Resolution Perception for Industrial Sensor Data. - Jinjin Gu; Guolong Liu; Gaoqi Liang; Junhua Zhao 001 (CoRR, 2018)

A Hierarchical Hidden Markov Model Framework for Home Appliance Modeling. - Weicong Kong; Zhao Yang Dong; David J. Hill 001; Jin Ma 001; Junhua Zhao 001; Fengji Luo (IEEE Trans. Smart Grid, 2018)

An Extensible Approach for Non-Intrusive Load Disaggregation With Smart Meter Data. - Weicong Kong; Zhao Yang Dong; Jin Ma 001; David J. Hill 001; Junhua Zhao 001; Fengji Luo (IEEE Trans. Smart Grid, 2018)

Generalized FDIA-Based Cyber Topology Attack With Application to the Australian Electricity Market Trading Mechanism. - Gaoqi Liang; Steven R. Weller; Fengji Luo; Junhua Zhao 001; Zhao Yang Dong (IEEE Trans. Smart Grid, 2018)

Distributed Robust Control Strategy of Grid-Connected Inverters for Energy Storage Systems' State-of-Charge Balancing. - Yinliang Xu; Zhicheng Li 002; Junhua Zhao 001; Jingrui Zhang (IEEE Trans. Smart Grid, 2018)

Decision-Making for Electricity Retailers: A Brief Survey. - Jiajia Yang; Junhua Zhao 001; Fengji Luo; Fushuan Wen; Zhao Yang Dong (IEEE Trans. Smart Grid, 2018)

A Distribution Market Clearing Mechanism for Renewable Generation Units With Zero Marginal Costs. - Jiajia Yang; Junhua Zhao 001; Jing Qiu 001; Fushuan Wen (IEEE Trans. Ind. Informatics, 2019)

Distributed Blockchain-Based Data Protection Framework for Modern Power Systems Against Cyber Attacks. - Gaoqi Liang; Steven R. Weller; Fengji Luo; Junhua Zhao 001; Zhao Yang Dong (IEEE Trans. Smart Grid, 2019)

A Framework for Cyber-Topology Attacks: Line-Switching and New Attack Scenarios. - Gaoqi Liang; Steven R. Weller; Junhua Zhao 001; Fengji Luo; Zhao Yang Dong (IEEE Trans. Smart Grid, 2019)

A Model of Customizing Electricity Retail Prices Based on Load Profile Clustering Analysis. - Jiajia Yang; Junhua Zhao 001; Fushuan Wen; Zhaoyang Dong (IEEE Trans. Smart Grid, 2019)

Super Resolution Perception for Smart Meter Data. - Guolong Liu; Jinjin Gu; Junhua Zhao 001; Fushuan Wen; Gaoqi Liang (Inf. Sci., 2020)

Cooperative Wind Farm Control With Deep Reinforcement Learning and Knowledge-Assisted Learning. - Huan Zhao 004; Junhua Zhao 001; Jing Qiu 001; Gaoqi Liang; Zhao Yang Dong (IEEE Trans. Ind. Informatics, 2020)

A Practical Solution for Non-Intrusive Type II Load Monitoring Based on Deep Learning and Post-Processing. - Weicong Kong; Zhao Yang Dong; Bo Wang 056; Junhua Zhao 001; Jie Huang (IEEE Trans. Smart Grid, 2020)

A Hybrid Method for Electric Spring Control Based on Data and Knowledge Integration. - Huan Zhao 004; Junhua Zhao 001; Yu Zheng 005; Jing Qiu 001; Fushuan Wen (IEEE Trans. Smart Grid, 2020)

Deep reinforcement learning based home energy management system with devices operational dependencies. - Caomingzhe Si; Yuechuan Tao; Jing Qiu 001; Shuying Lai; Junhua Zhao 001 (Int. J. Mach. Learn. Cybern., 2021)

Bargaining Game-Based Profit Allocation of Virtual Power Plant in Frequency Regulation Market Considering Battery Cycle Life. - Wen Chen; Jing Qiu 001; Junhua Zhao 001; Qingmian Chai; Zhao Yang Dong (IEEE Trans. Smart Grid, 2021)

Integrated Electricity and Hydrogen Energy Sharing in Coupled Energy Systems. - Yuechuan Tao; Jing Qiu 001; Shuying Lai; Junhua Zhao 001 (IEEE Trans. Smart Grid, 2021)

Data-Driven Risk Preference Analysis in Day-Ahead Electricity Market. - Huan Zhao 004; Junhua Zhao 001; Jing Qiu 001; Gaoqi Liang; Fushuan Wen; Yusheng Xue; Zhao Yang Dong (IEEE Trans. Smart Grid, 2021)

Data mining for energy systems: Review and prospect. - Wenxuan Liu; Junhua Zhao 001; Dianhui Wang 001 (WIREs Data Mining Knowl. Discov., 2021)

A Bilevel Electricity Market Equilibrium Model Considering GENCO's Optimal Investment and Bidding Decision. - Binghao He; Huanxin Liao; Wenxuan Liu; Junhua Zhao 001 (ISGT Asia, 2022)

Near Real-time CO2 Emissions Based on Carbon Satellite and Artificial Intelligence. - Zhengwen Zhang; Jinjin Gu; Junhua Zhao 001; Jianwei Huang; Haifeng Wu (CoRR, 2022)

Market-Based Resource Allocation of Distributed Cloud Computing Services: Virtual Energy Storage Systems. - Yuechuan Tao; Jing Qiu 001; Shuying Lai; Xianzhuo Sun; Junhua Zhao 001 (IEEE Internet Things J., 2022)

Integrated optimization algorithm: A metaheuristic approach for complicated optimization. - Chen Li 040; Guo Chen 002; Gaoqi Liang; Fengji Luo; Junhua Zhao 001; Zhao Yang Dong (Inf. Sci., 2022)

AI-enabled image fraud in scientific publications. - Jinjin Gu; Xinlei Wang; Chenang Li; Junhua Zhao 001; Weijin Fu; Gaoqi Liang; Jing Qiu 001 (Patterns, 2022)

An Inertia-Based Data Recovery Scheme for False Data Injection Attack. - Jiaqi Ruan; Gaoqi Liang; Junhua Zhao 001; Jing Qiu 001; Zhao Yang Dong (IEEE Trans. Ind. Informatics, 2022)

Coordinated Real-Time Voltage Control in Active Distribution Networks: An Incentive-Based Fairness Approach. - Xianzhuo Sun; Jing Qiu 001; Yuechuan Tao; Yuan Ma; Junhua Zhao 001 (IEEE Trans. Smart Grid, 2022)

Distributed Optimal Voltage Control and Berth Allocation of All-Electric Ships in Seaport Microgrids. - Xianzhuo Sun; Jing Qiu 001; Yuechuan Tao; Yu Yi; Junhua Zhao 001 (IEEE Trans. Smart Grid, 2022)

FedMDFG: Federated Learning with Multi-Gradient Descent and Fair Guidance. - Zibin Pan; Shuyi Wang; Chi Li; Haijin Wang; Xiaoying Tang 002; Junhua Zhao 001 (AAAI, 2023)

Applying Large Language Models to Power Systems: Potential Security Threats. - Jiaqi Ruan; Gaoqi Liang; Huan Zhao 004; Guolong Liu; Jing Qiu 001; Junhua Zhao 001; Zhao Xu 002; Fushuan Wen; Zhao Yang Dong (CoRR, 2023)

Real-Time Corporate Carbon Footprint Estimation Methodology Based on Appliance Identification. - Guolong Liu; Jinjie Liu; Junhua Zhao 001; Jing Qiu 001; Yiru Mao; Zhanxin Wu; Fushuan Wen (IEEE Trans. Ind. Informatics, 2023)

Customized Rebate Pricing Mechanism for Virtual Power Plants Using a Hierarchical Game and Reinforcement Learning Approach. - Wen Chen; Jing Qiu 001; Junhua Zhao 001; Qingmian Chai; Zhao Yang Dong (IEEE Trans. Smart Grid, 2023)

Pricing for Electric Vehicle Charging Stations Based on the Responsiveness of Demand. - Shuying Lai; Jing Qiu 001; Yuechuan Tao; Junhua Zhao 001 (IEEE Trans. Smart Grid, 2023)

Flexible Voyage Scheduling and Coordinated Energy Management Strategy of All-Electric Ships and Seaport Microgrid. - Yuechuan Tao; Jing Qiu 001; Shuying Lai; Xianzhuo Sun; Junhua Zhao 001 (IEEE Trans. Intell. Transp. Syst., 2023)

Data-Driven Combined Central and Distributed Volt/Var Control in Active Distribution Networks. - Xianzhuo Sun; Jing Qiu 001; Yuechuan Tao; Junhua Zhao 001 (IEEE Trans. Smart Grid, 2023)

Pricing Strategy for Energy Supplement Services of Hybrid Electric Vehicles Considering Bounded-Rationality and Energy Substitution Effect. - Shuying Lai; Jing Qiu 001; Yuechuan Tao; Junhua Zhao 001 (IEEE Trans. Smart Grid, 2023)

Deep Transfer Ensemble Learning-Based Diagnostic of Lithium-Ion Battery. - Dongxu Ji; Zhongbao Wei; Chenyang Tian; Haoran Cai; Junhua Zhao 001 (IEEE CAA J. Autom. Sinica, 2023)

Super-Resolution Perception Assisted Spatiotemporal Graph Deep Learning Against False Data Injection Attacks in Smart Grid. - Jiaqi Ruan; Gang Fan; Yifan Zhu; Gaoqi Liang; Junhua Zhao 001; Fushuan Wen; Zhao Yang Dong (IEEE Trans. Smart Grid, 2023)

Customer-Centered Pricing Strategy Based on Privacy-Preserving Load Disaggregation. - Yuechuan Tao; Jing Qiu 001; Shuying Lai; Xianzhuo Sun; Yuan Ma; Junhua Zhao 001 (IEEE Trans. Smart Grid, 2023)

Vulnerability Assessment of Coupled Transportation and Multi-Energy Networks Considering Electric and Hydrogen Vehicles. - Yuechuan Tao; Jing Qiu 001; Shuying Lai; Xianzhuo Sun; Junhua Zhao 001 (IEEE Trans. Intell. Transp. Syst., 2023)

Graph Deep-Learning-Based Retail Dynamic Pricing for Demand Response. - Jiaqi Ruan; Gaoqi Liang; Junhua Zhao 001; Shunbo Lei; Binghao He; Jing Qiu 001; Zhao Yang Dong (IEEE Trans. Smart Grid, 2023)

Linear-layer-enhanced quantum long short-term memory for carbon price forecasting. - Yuji Cao; Xiyuan Zhou; Xiang Fei; Huan Zhao 004; Wenxuan Liu; Junhua Zhao 001 (Quantum Mach. Intell., 2023)

FedLF: Layer-Wise Fair Federated Learning. - Zibin Pan; Chi Li; Fangchen Yu; Shuyi Wang; Haijin Wang; Xiaoying Tang 002; Junhua Zhao 001 (AAAI, 2024)

From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection. - Xinlei Wang; Maike Feng; Jing Qiu 001; Jinjin Gu; Junhua Zhao 001 (NeurIPS, 2024)

Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects. - Yuheng Cheng; Ceyao Zhang; Zhengwen Zhang; Xiangrui Meng; Sirui Hong; Wenhao Li 001; Zihao Wang; Zekai Wang; Feng Yin; Junhua Zhao 001; Xiuqiang He 001 (CoRR, 2024)

Power System Fault Diagnosis with Quantum Computing and Efficient Gate Decomposition. - Xiang Fei; Huan Zhao 004; Xiyuan Zhou; Junhua Zhao 001; Ting Shu; Fushuan Wen (CoRR, 2024)

Framework of Resilient Transmission Network Reconfiguration Considering Cyber-Attacks. - Chao Yang; Gaoqi Liang; Steven R. Weller; Shaoyan Li; Junhua Zhao 001; Zhaoyang Dong (CoRR, 2024)

Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods. - Yuji Cao; Huan Zhao 004; Yuheng Cheng; Ting Shu; Guolong Liu; Gaoqi Liang; Junhua Zhao 001; Yun Li 002 (CoRR, 2024)

ElecBench: a Power Dispatch Evaluation Benchmark for Large Language Models. - Xiyuan Zhou; Huan Zhao 004; Yuheng Cheng; Yuji Cao; Gaoqi Liang; Guolong Liu; Junhua Zhao 001 (CoRR, 2024)

GAIA - A Large Language Model for Advanced Power Dispatch. - Yuheng Cheng; Huan Zhao 004; Xiyuan Zhou; Junhua Zhao 001; Yuji Cao; Chao Yang (CoRR, 2024)

Coordinated Power Smoothing Control for Wind Storage Integrated System with Physics-informed Deep Reinforcement Learning. - Shuyi Wang; Huan Zhao 004; Yuji Cao; Zibin Pan; Guolong Liu; Gaoqi Liang; Junhua Zhao 001 (CoRR, 2024)

Resilient dynamic microgrid formation by deep reinforcement learning integrating physics-informed neural networks. - Mingze Xu; Shunbo Lei; Chong Wang 026; Liang Liang; Junhua Zhao 001; Chaoyi Peng (Eng. Appl. Artif. Intell., 2024)

Perfednilm: a practical personalized federated learning-based non-intrusive load monitoring. - Zibin Pan; Haosheng Wang; Chi Li; Haijin Wang; Junhua Zhao 001 (Ind. Artif. Intell., 2024)

Challenges and Pathways of Low-Carbon Oriented Energy Transition and Power System Planning Strategy: A Review. - Jing Qiu 001; Junhua Zhao 001; Fushuan Wen; Junbo Zhao 001; Ciwei Gao; Yue Zhou 002; Yuechuan Tao; Shuying Lai (IEEE Trans. Netw. Sci. Eng., 2024)

Guest Editorial: Introduction to the Special Section on Research on Power Technology, Economy and Policy Towards Net-Zero Emissions. - Junhua Zhao 001; Jing Qiu 001; Fushuan Wen; Junbo Zhao 001; Ciwei Gao; Yue Zhou 002 (IEEE Trans. Netw. Sci. Eng., 2024)

Distributed Electric Vehicle Assignment and Charging Navigation in Cyber-Physical Systems. - Yuechuan Tao; Jing Qiu 001; Shuying Lai; Xianzhuo Sun; Huichuan Liu; Junhua Zhao 001 (IEEE Trans. Smart Grid, 2024)

Real-time industrial carbon emission estimation with deep learning-based device recognition and incomplete smart meter data. - Jinjie Liu; Guolong Liu; Huan Zhao 004; Junhua Zhao 001; Jing Qiu 001; Zhao Yang Dong (Eng. Appl. Artif. Intell., 2024)

Charging/Refueling Navigation Strategies for Plug-in Hybrid Hydrogen and Electric Vehicles With Irrationalities and Energy Substitution. - Shuying Lai; Jing Qiu 001; Yuechuan Tao; Xianzhuo Sun; Junhua Zhao 001 (IEEE Trans. Ind. Informatics, 2024)

On Vulnerability of Renewable Energy Forecasting: Adversarial Learning Attacks. - Jiaqi Ruan; Qihan Wang; Sicheng Chen; Hanrui Lyu; Gaoqi Liang; Junhua Zhao 001; Zhao Yang Dong (IEEE Trans. Ind. Informatics, 2024)

Robust Co-Modeling for Privacy-Preserving Short-Term Load Forecasting With Incongruent Load Data Distributions. - Caomingzhe Si; Haijin Wang; Lei Chen 063; Junhua Zhao 001; Yong Min; Fei Xu (IEEE Trans. Smart Grid, 2024)

Risk-Sensitive Mobile Battery Energy Storage System Control With Deep Reinforcement Learning and Hybrid Risk Estimation Method. - Zifan Liu; Huan Zhao 004; Guolong Liu; Gaoqi Liang; Junhua Zhao 001; Jing Qiu 001 (IEEE Trans. Smart Grid, 2024)

Machine learning-based spatial downscaling and bias-correction framework for high-resolution temperature forecasting. - Xiangrui Meng; Huan Zhao 004; Ting Shu; Junhua Zhao 001; Qilin Wan (Appl. Intell., 2024)

Federated Unlearning with Gradient Descent and Conflict Mitigation. - Zibin Pan; Zhichao Wang; Chi Li; Kaiyan Zheng; Boqi Wang; Xiaoying Tang 002; Junhua Zhao 001 (AAAI, 2025)

Multi-Objective Large Language Model Unlearning. - Zibin Pan; Shuwen Zhang; Yuesheng Zheng; Chi Li; Yuheng Cheng; Junhua Zhao 001 (ICASSP, 2025)

Balancing the trade-off between global and personalized performance in federated learning. - Zibin Pan; Chi Li; Fangchen Yu; Shuyi Wang; Xiaoying Tang 002; Junhua Zhao 001 (Inf. Sci., 2025)

Enhancing Integrated Gas and Electricity Networks Operation With Coupling Attention-Graph Convolutional Network Under Renewable Energy Variability. - Runze Bai; Xianzhuo Sun; Wen Zhang 006; Jing Qiu 001; Yuechuan Tao; Shuying Lai; Junhua Zhao 001 (IEEE Trans. Netw. Sci. Eng., 2025)

Competitive Pricing Strategy for the Wireless Charging Lane Operator Considering Range Anxiety of Electric Vehicle Users. - Shuying Lai; Zhao Yang Dong; Jing Qiu 001; Yuechuan Tao; Junhua Zhao 001; Guibin Wang (IEEE Trans. Intell. Transp. Syst., 2025)

Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods. - Yuji Cao; Huan Zhao 004; Yuheng Cheng; Ting Shu; Yue Chen; Guolong Liu; Gaoqi Liang; Junhua Zhao 001; Jinyue Yan; Yun Li 002 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Renewable Energy Following Strategy via Quantified Aggregated Heterogeneous Electric Vehicle Flexibility. - Shuying Lai; Zhao Yang Dong; Hongming Yang; Yuechuan Tao; Christine Yip; Jing Qiu 001; Junhua Zhao 001 (IEEE Trans. Smart Grid, 2025)