Junhua Zhao

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 59

Top Topics

Reinforcement Learning

Distribution Networks

Top Venues

IEEE Trans. Smart Grid

IEEE Trans. Ind. Informatics

Publications

Zibin Pan, Haosheng Wang, Chi Li, Haijin Wang, Junhua Zhao
Perfednilm: a practical personalized federated learning-based non-intrusive load monitoring. Ind. Artif. Intell. 2 (1) (2024)
Yuechuan Tao, Jing Qiu, Shuying Lai, Xianzhuo Sun, Huichuan Liu, Junhua Zhao
Distributed Electric Vehicle Assignment and Charging Navigation in Cyber-Physical Systems. IEEE Trans. Smart Grid 15 (2) (2024)
Xiangrui Meng, Huan Zhao, Ting Shu, Junhua Zhao, Qilin Wan
Machine learning-based spatial downscaling and bias-correction framework for high-resolution temperature forecasting. Appl. Intell. 54 (17-18) (2024)
Yuheng Cheng, Ceyao Zhang, Zhengwen Zhang, Xiangrui Meng, Sirui Hong, Wenhao Li, Zihao Wang, Zekai Wang, Feng Yin, Junhua Zhao, Xiuqiang He
Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects. CoRR (2024)
Xiang Fei, Huan Zhao, Xiyuan Zhou, Junhua Zhao, Ting Shu, Fushuan Wen
Power System Fault Diagnosis with Quantum Computing and Efficient Gate Decomposition. CoRR (2024)
Caomingzhe Si, Haijin Wang, Lei Chen, Junhua Zhao, Yong Min, Fei Xu
Robust Co-Modeling for Privacy-Preserving Short-Term Load Forecasting With Incongruent Load Data Distributions. IEEE Trans. Smart Grid 15 (3) (2024)
Jiaqi Ruan, Qihan Wang, Sicheng Chen, Hanrui Lyu, Gaoqi Liang, Junhua Zhao, Zhao Yang Dong
On Vulnerability of Renewable Energy Forecasting: Adversarial Learning Attacks. IEEE Trans. Ind. Informatics 20 (3) (2024)
Chao Yang, Gaoqi Liang, Steven R. Weller, Shaoyan Li, Junhua Zhao, Zhaoyang Dong
Framework of Resilient Transmission Network Reconfiguration Considering Cyber-Attacks. CoRR (2024)
Yuji Cao, Huan Zhao, Yuheng Cheng, Ting Shu, Guolong Liu, Gaoqi Liang, Junhua Zhao, Yun Li
Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods. CoRR (2024)
Zifan Liu, Huan Zhao, Guolong Liu, Gaoqi Liang, Junhua Zhao, Jing Qiu
Risk-Sensitive Mobile Battery Energy Storage System Control With Deep Reinforcement Learning and Hybrid Risk Estimation Method. IEEE Trans. Smart Grid 15 (4) (2024)
Jinjie Liu, Guolong Liu, Huan Zhao, Junhua Zhao, Jing Qiu, Zhao Yang Dong
Real-time industrial carbon emission estimation with deep learning-based device recognition and incomplete smart meter data. Eng. Appl. Artif. Intell. 127 (Part B) (2024)
Xiyuan Zhou, Huan Zhao, Yuheng Cheng, Yuji Cao, Gaoqi Liang, Guolong Liu, Junhua Zhao
ElecBench: a Power Dispatch Evaluation Benchmark for Large Language Models. CoRR (2024)
Shuying Lai, Jing Qiu, Yuechuan Tao, Xianzhuo Sun, Junhua Zhao
Charging/Refueling Navigation Strategies for Plug-in Hybrid Hydrogen and Electric Vehicles With Irrationalities and Energy Substitution. IEEE Trans. Ind. Informatics 20 (1) (2024)
Wen Chen, Jing Qiu, Junhua Zhao, Qingmian Chai, Zhao Yang Dong
Customized Rebate Pricing Mechanism for Virtual Power Plants Using a Hierarchical Game and Reinforcement Learning Approach. IEEE Trans. Smart Grid 14 (1) (2023)
Yuechuan Tao, Jing Qiu, Shuying Lai, Xianzhuo Sun, Junhua Zhao
Flexible Voyage Scheduling and Coordinated Energy Management Strategy of All-Electric Ships and Seaport Microgrid. IEEE Trans. Intell. Transp. Syst. 24 (3) (2023)
Guolong Liu, Jinjie Liu, Junhua Zhao, Jing Qiu, Yiru Mao, Zhanxin Wu, Fushuan Wen
Real-Time Corporate Carbon Footprint Estimation Methodology Based on Appliance Identification. IEEE Trans. Ind. Informatics 19 (2) (2023)
Jiaqi Ruan, Xiangrui Meng, Yifan Zhu, Gaoqi Liang, Xianzhuo Sun, Huayi Wu, Huijuan Xiao, Mengqian Lu, Pin Gao, Jiapeng Li, Wai-Kin Wong, Zhao Xu, Junhua Zhao
Adapting to climate change: Long-term impact of wind resource changes on China's power system resilience. CoRR (2023)
Jiaqi Ruan, Gang Fan, Yifan Zhu, Gaoqi Liang, Junhua Zhao, Fushuan Wen, Zhao Yang Dong
Super-Resolution Perception Assisted Spatiotemporal Graph Deep Learning Against False Data Injection Attacks in Smart Grid. IEEE Trans. Smart Grid 14 (5) (2023)
Yuji Cao, Xiyuan Zhou, Xiang Fei, Huan Zhao, Wenxuan Liu, Junhua Zhao
Linear-layer-enhanced quantum long short-term memory for carbon price forecasting. Quantum Mach. Intell. 5 (2) (2023)
Jiaqi Ruan, Gaoqi Liang, Junhua Zhao, Shunbo Lei, Binghao He, Jing Qiu, Zhao Yang Dong
Graph Deep-Learning-Based Retail Dynamic Pricing for Demand Response. IEEE Trans. Smart Grid 14 (6) (2023)
Shuying Lai, Jing Qiu, Yuechuan Tao, Junhua Zhao
Pricing for Electric Vehicle Charging Stations Based on the Responsiveness of Demand. IEEE Trans. Smart Grid 14 (1) (2023)
Yuechuan Tao, Jing Qiu, Shuying Lai, Xianzhuo Sun, Junhua Zhao
Vulnerability Assessment of Coupled Transportation and Multi-Energy Networks Considering Electric and Hydrogen Vehicles. IEEE Trans. Intell. Transp. Syst. 24 (11) (2023)
Yuechuan Tao, Jing Qiu, Shuying Lai, Xianzhuo Sun, Yuan Ma, Junhua Zhao
Customer-Centered Pricing Strategy Based on Privacy-Preserving Load Disaggregation. IEEE Trans. Smart Grid 14 (5) (2023)
Shuying Lai, Jing Qiu, Yuechuan Tao, Junhua Zhao
Pricing Strategy for Energy Supplement Services of Hybrid Electric Vehicles Considering Bounded-Rationality and Energy Substitution Effect. IEEE Trans. Smart Grid 14 (4) (2023)
Dongxu Ji, Zhongbao Wei, Chenyang Tian, Haoran Cai, Junhua Zhao
Deep Transfer Ensemble Learning-Based Diagnostic of Lithium-Ion Battery. IEEE CAA J. Autom. Sinica 10 (9) (2023)
Xianzhuo Sun, Jing Qiu, Yuechuan Tao, Junhua Zhao
Data-Driven Combined Central and Distributed Volt/Var Control in Active Distribution Networks. IEEE Trans. Smart Grid 14 (3) (2023)
Jiaqi Ruan, Gaoqi Liang, Huan Zhao, Guolong Liu, Jing Qiu, Junhua Zhao, Zhao Xu, Fushuan Wen, Zhao Yang Dong
Applying Large Language Models to Power Systems: Potential Security Threats. CoRR (2023)
Chen Li, Guo Chen, Gaoqi Liang, Fengji Luo, Junhua Zhao, Zhao Yang Dong
Integrated optimization algorithm: A metaheuristic approach for complicated optimization. Inf. Sci. 586 (2022)
Xianzhuo Sun, Jing Qiu, Yuechuan Tao, Yuan Ma, Junhua Zhao
Coordinated Real-Time Voltage Control in Active Distribution Networks: An Incentive-Based Fairness Approach. IEEE Trans. Smart Grid 13 (4) (2022)
Binghao He, Huanxin Liao, Wenxuan Liu, Junhua Zhao
A Bilevel Electricity Market Equilibrium Model Considering GENCO's Optimal Investment and Bidding Decision. ISGT Asia (2022)
Jiaqi Ruan, Gaoqi Liang, Junhua Zhao, Jing Qiu, Zhao Yang Dong
An Inertia-Based Data Recovery Scheme for False Data Injection Attack. IEEE Trans. Ind. Informatics 18 (11) (2022)
Jinjin Gu, Xinlei Wang, Chenang Li, Junhua Zhao, Weijin Fu, Gaoqi Liang, Jing Qiu
AI-enabled image fraud in scientific publications. Patterns 3 (7) (2022)
Xianzhuo Sun, Jing Qiu, Yuechuan Tao, Yu Yi, Junhua Zhao
Distributed Optimal Voltage Control and Berth Allocation of All-Electric Ships in Seaport Microgrids. IEEE Trans. Smart Grid 13 (4) (2022)
Yuechuan Tao, Jing Qiu, Shuying Lai, Xianzhuo Sun, Junhua Zhao
Market-Based Resource Allocation of Distributed Cloud Computing Services: Virtual Energy Storage Systems. IEEE Internet Things J. 9 (22) (2022)
Huan Zhao, Junhua Zhao, Jing Qiu, Gaoqi Liang, Fushuan Wen, Yusheng Xue, Zhao Yang Dong
Data-Driven Risk Preference Analysis in Day-Ahead Electricity Market. IEEE Trans. Smart Grid 12 (3) (2021)
Wen Chen, Jing Qiu, Junhua Zhao, Qingmian Chai, Zhao Yang Dong
Bargaining Game-Based Profit Allocation of Virtual Power Plant in Frequency Regulation Market Considering Battery Cycle Life. IEEE Trans. Smart Grid 12 (4) (2021)
Wenxuan Liu, Junhua Zhao, Dianhui Wang
Data mining for energy systems: Review and prospect. WIREs Data Mining Knowl. Discov. 11 (4) (2021)
Guolong Liu, Jinjin Gu, Junhua Zhao, Fushuan Wen, Gaoqi Liang
Super Resolution Perception for Smart Meter Data. Inf. Sci. 526 (2020)
Huan Zhao, Junhua Zhao, Jing Qiu, Gaoqi Liang, Zhao Yang Dong
Cooperative Wind Farm Control With Deep Reinforcement Learning and Knowledge-Assisted Learning. IEEE Trans. Ind. Informatics 16 (11) (2020)
Weicong Kong, Zhao Yang Dong, Bo Wang, Junhua Zhao, Jie Huang
A Practical Solution for Non-Intrusive Type II Load Monitoring Based on Deep Learning and Post-Processing. IEEE Trans. Smart Grid 11 (1) (2020)
Huan Zhao, Junhua Zhao, Yu Zheng, Jing Qiu, Fushuan Wen
A Hybrid Method for Electric Spring Control Based on Data and Knowledge Integration. IEEE Trans. Smart Grid 11 (3) (2020)
Jiajia Yang, Junhua Zhao, Jing Qiu, Fushuan Wen
A Distribution Market Clearing Mechanism for Renewable Generation Units With Zero Marginal Costs. IEEE Trans. Ind. Informatics 15 (8) (2019)
Gaoqi Liang, Steven R. Weller, Fengji Luo, Junhua Zhao, Zhao Yang Dong
Distributed Blockchain-Based Data Protection Framework for Modern Power Systems Against Cyber Attacks. IEEE Trans. Smart Grid 10 (3) (2019)
Jiajia Yang, Junhua Zhao, Fushuan Wen, Zhaoyang Dong
A Model of Customizing Electricity Retail Prices Based on Load Profile Clustering Analysis. IEEE Trans. Smart Grid 10 (3) (2019)
Gaoqi Liang, Steven R. Weller, Junhua Zhao, Fengji Luo, Zhao Yang Dong
A Framework for Cyber-Topology Attacks: Line-Switching and New Attack Scenarios. IEEE Trans. Smart Grid 10 (2) (2019)
Weicong Kong, Zhao Yang Dong, David J. Hill, Jin Ma, Junhua Zhao, Fengji Luo
A Hierarchical Hidden Markov Model Framework for Home Appliance Modeling. IEEE Trans. Smart Grid 9 (4) (2018)
Jiajia Yang, Junhua Zhao, Fengji Luo, Fushuan Wen, Zhao Yang Dong
Decision-Making for Electricity Retailers: A Brief Survey. IEEE Trans. Smart Grid 9 (5) (2018)
Yinliang Xu, Zhicheng Li, Junhua Zhao, Jingrui Zhang
Distributed Robust Control Strategy of Grid-Connected Inverters for Energy Storage Systems' State-of-Charge Balancing. IEEE Trans. Smart Grid 9 (6) (2018)
Gaoqi Liang, Steven R. Weller, Fengji Luo, Junhua Zhao, Zhao Yang Dong
Generalized FDIA-Based Cyber Topology Attack With Application to the Australian Electricity Market Trading Mechanism. IEEE Trans. Smart Grid 9 (4) (2018)
Jinjin Gu, Guolong Liu, Gaoqi Liang, Junhua Zhao
Super-Resolution Perception for Industrial Sensor Data. CoRR (2018)
Weicong Kong, Zhao Yang Dong, Jin Ma, David J. Hill, Junhua Zhao, Fengji Luo
An Extensible Approach for Non-Intrusive Load Disaggregation With Smart Meter Data. IEEE Trans. Smart Grid 9 (4) (2018)
Fengji Luo, Zhao Yang Dong, Ke Meng, Junhao Wen, Haiming Wang, Junhua Zhao
An Operational Planning Framework for Large-Scale Thermostatically Controlled Load Dispatch. IEEE Trans. Ind. Informatics 13 (1) (2017)
Gaoqi Liang, Junhua Zhao, Fengji Luo, Steven R. Weller, Zhao Yang Dong
A Review of False Data Injection Attacks Against Modern Power Systems. IEEE Trans. Smart Grid 8 (4) (2017)
Fengji Luo, Junhua Zhao, Zhao Yang Dong, Yingying Chen, Yan Xu, Xin Zhang, Kit Po Wong
Cloud-Based Information Infrastructure for Next-Generation Power Grid: Conception, Architecture, and Applications. IEEE Trans. Smart Grid 7 (4) (2016)
Fengji Luo, Junhua Zhao, Zhao Yang Dong, Xiaojiao Tong, Yingying Chen, Hongming Yang, Hualong Zhang
Optimal Dispatch of Air Conditioner Loads in Southern China Region by Direct Load Control. IEEE Trans. Smart Grid 7 (1) (2016)
Yan Xu, Rui Zhang, Junhua Zhao, Zhao Yang Dong, Dianhui Wang, Hongming Yang, Kit Po Wong
Assessing Short-Term Voltage Stability of Electric Power Systems by a Hierarchical Intelligent System. IEEE Trans. Neural Networks Learn. Syst. 27 (8) (2016)
Fengji Luo, Junhua Zhao, Zhao Yang Dong
A new metaheuristic algorithm for real-parameter optimization: Natural aggregation algorithm. CEC (2016)
Fengji Luo, Zhao Yang Dong, Yingying Chen, Junhua Zhao
Natural aggregation algorithm: A new efficient metaheuristic tool for power system optimizations. SmartGridComm (2016)
Guibin Wang, Junhua Zhao, Fushuan Wen, Yusheng Xue, Gerard Ledwich
Dispatch Strategy of PHEVs to Mitigate Selected Patterns of Seasonally Varying Outputs From Renewable Generation. IEEE Trans. Smart Grid 6 (2) (2015)
Junhua Zhao, Yan Xu, Fengji Luo, Zhao Yang Dong, Yaoyao Peng
Power system fault diagnosis based on history driven differential evolution and stochastic time domain simulation. Inf. Sci. 275 (2014)
Fengji Luo, Junhua Zhao, Jing Qiu, John Foster, Yaoyao Peng, Zhaoyang Dong
Assessing the Transmission Expansion Cost With Distributed Generation: An Australian Case Study. IEEE Trans. Smart Grid 5 (4) (2014)
Hongming Yang, Jun Yi, Junhua Zhao, Zhao Yang Dong
Extreme learning machine based genetic algorithm and its application in power system economic dispatch. Neurocomputing 102 (2013)
Junhua Zhao, Fushuan Wen, Zhao Yang Dong, Yusheng Xue, Kit Po Wong
Optimal Dispatch of Electric Vehicles and Wind Power Using Enhanced Particle Swarm Optimization. IEEE Trans. Ind. Informatics 8 (4) (2012)
Hongming Yang, Wenjun Xu, Junhua Zhao, Dianhui Wang, Zhaoyang Dong
Predicting the probability of ice storm damages to electricity transmission facilities based on ELM and Copula function. Neurocomputing 74 (16) (2011)
Junhua Zhao, Zhao Yang Dong, Pei Zhang
Mining complex power networks for blackout prevention. KDD (2007)
Junhua Zhao, Zhao Yang Dong, Xue Li
An improved Naive Bayesian classifier with advanced discretisation method. Int. J. Intell. Syst. Technol. Appl. 3 (3/4) (2007)
Junhua Zhao, Xue Li, Zhao Yang Dong
Online Rare Events Detection. PAKDD (2007)
Junhua Zhao, Zhao Yang Dong, Zhao Xu
Effective Feature Preprocessing for Time Series Forecasting. ADMA (2006)