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ORCIDJunhua Zhao 0001
Person information
- affiliation: Chinese University of Hong Kong, Shenzhen, China
- affiliation (former): Zhejiang University, School of Electrical Engineering, Hangzhou, China
- affiliation (former): University of Newcastle, Callaghan, NSW, Australia
- affiliation (PhD 2007): University of Queensland, Brisbane, QLD, Australia
Other persons with the same name
- Junhua Zhao — disambiguation page
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2020 – today
- 2024
[j54]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): 107272 (2024)- [j53]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): 4 (2024) - [j52]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): 583-595 (2024) - [j51]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): 3650-3663 (2024) - [j50]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): 1861-1875 (2024) - [j49]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): 2985-2999 (2024) - [i7]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 abs/2401.03428 (2024) - [i6]Xiang Fei, Huan Zhao, Xiyuan Zhou, Junhua Zhao, Ting Shu, Fushuan Wen:
Power System Fault Diagnosis with Quantum Computing and Efficient Gate Decomposition. CoRR abs/2401.09800 (2024) - [i5]Chao Yang, Gaoqi Liang, Steven R. Weller, Shaoyan Li, Junhua Zhao, Zhaoyang Dong:
Framework of Resilient Transmission Network Reconfiguration Considering Cyber-Attacks. CoRR abs/2401.16446 (2024) - [i4]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 abs/2404.00282 (2024) - 2023
- [j48]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): 1899-1901 (2023) - [j47]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): 1-12 (2023) - [j46]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): 1401-1412 (2023) - [j45]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): 3211-3222 (2023) - [j44]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): 12614-12626 (2023) - [j43]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): 424-439 (2023) - [j42]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): 530-544 (2023) - [j41]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): 1855-1867 (2023) - [j40]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): 2973-2985 (2023) - [j39]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): 3401-3412 (2023) - [j38]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): 4035-4046 (2023) - [j37]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): 4385-4397 (2023) - [i3]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 abs/2311.13361 (2023) - 2022
- [j36]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): 22811-22821 (2022) - [j35]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: 424-449 (2022) - [j34]Jinjin Gu, Xinlei Wang, Chenang Li, Junhua Zhao, Weijin Fu, Gaoqi Liang, Jing Qiu:
AI-enabled image fraud in scientific publications. Patterns 3(7): 100511 (2022) - [j33]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): 7814-7823 (2022) - [j32]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): 2650-2663 (2022) - [j31]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): 2664-2674 (2022) - [c6]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: 240-244 - [i2]Zhengwen Zhang, Jinjin Gu, Junhua Zhao, Jianwei Huang, Haifeng Wu:
Near Real-time CO2 Emissions Based on Carbon Satellite and Artificial Intelligence. CoRR abs/2210.09850 (2022) - 2021
- [j30]Caomingzhe Si, Yuechuan Tao, Jing Qiu, Shuying Lai, Junhua Zhao:
Deep reinforcement learning based home energy management system with devices operational dependencies. Int. J. Mach. Learn. Cybern. 12(6): 1687-1703 (2021) - [j29]Yuechuan Tao, Jing Qiu, Shuying Lai, Junhua Zhao:
Integrated Electricity and Hydrogen Energy Sharing in Coupled Energy Systems. IEEE Trans. Smart Grid 12(2): 1149-1162 (2021) - [j28]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): 2508-2517 (2021) - [j27]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): 2913-2928 (2021) - [j26]Wenxuan Liu, Junhua Zhao, Dianhui Wang:
Data mining for energy systems: Review and prospect. WIREs Data Mining Knowl. Discov. 11(4) (2021) - 2020
- [j25]Guolong Liu, Jinjin Gu, Junhua Zhao, Fushuan Wen, Gaoqi Liang:
Super Resolution Perception for Smart Meter Data. Inf. Sci. 526: 263-273 (2020) - [j24]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): 6912-6921 (2020) - [j23]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): 148-160 (2020) - [j22]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): 2303-2312 (2020)
2010 – 2019
- 2019
- [j21]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): 4775-4787 (2019) - [j20]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): 1704-1712 (2019) - [j19]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): 3162-3173 (2019) - [j18]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): 3374-3386 (2019) - 2018
- [j17]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): 3079-3090 (2018) - [j16]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): 3362-3372 (2018) - [j15]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): 3820-3829 (2018) - [j14]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): 4140-4153 (2018) - [j13]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): 5907-5917 (2018) - [i1]Jinjin Gu, Guolong Liu, Gaoqi Liang, Junhua Zhao:
Super-Resolution Perception for Industrial Sensor Data. CoRR abs/1809.06687 (2018) - 2017
- [j12]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): 217-227 (2017) - [j11]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): 1630-1638 (2017) - 2016
- [j10]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): 1686-1696 (2016) - [j9]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): 439-450 (2016) - [j8]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): 1896-1912 (2016) - [c5]Fengji Luo, Junhua Zhao, Zhao Yang Dong:
A new metaheuristic algorithm for real-parameter optimization: Natural aggregation algorithm. CEC 2016: 94-103 - [c4]Fengji Luo, Zhao Yang Dong, Yingying Chen, Junhua Zhao:
Natural aggregation algorithm: A new efficient metaheuristic tool for power system optimizations. SmartGridComm 2016: 186-192 - 2015
- [j7]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): 627-639 (2015) - 2014
- [j6]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: 13-29 (2014) - [j5]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): 1892-1904 (2014) - 2013
- [j4]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: 154-162 (2013) - 2012
- [j3]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): 889-899 (2012) - 2011
- [j2]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): 2573-2581 (2011)
2000 – 2009
- 2007
- [b1]Junhua Zhao:
Electricity market management and analysis using advanced data mining and statistical methods. University of Queensland, Australia, 2007 - [j1]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): 241-256 (2007) - [c3]Junhua Zhao, Zhao Yang Dong, Pei Zhang:
Mining complex power networks for blackout prevention. KDD 2007: 986-994 - [c2]Junhua Zhao, Xue Li, Zhao Yang Dong:
Online Rare Events Detection. PAKDD 2007: 1114-1121 - 2006
- [c1]Junhua Zhao, Zhao Yang Dong, Zhao Xu:
Effective Feature Preprocessing for Time Series Forecasting. ADMA 2006: 769-781
Coauthor Index
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