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Ke Meng 0001

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affiliation: University of New South Wales, School of Electrical and Engineering and Telecommunications, Sydney, Australia
affiliation: University of Sydney, School of Electrical and Information Technology, Australia
affiliation: University of Newcastle, Center for Intelligent Electricity Networks, Callaghan, Australia
affiliation (PhD 2010): University of Queensland, Brisbane, Australia
affiliation: Changsha University of Science and Technology, China
affiliation: Hong Kong Polytechnic University, Department of Electrical Engineering, Hung Hom, Kowloon
affiliation: East China University of Science and Technology, Institute of Automation, Shanghai, China

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Books and Theses

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2009
[b1]
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Ke Meng:
Advanced Computational Methods for Power System Data Analysis in an Electricity Market. University of Queensland, Australia, 2009

Journal Articles

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2025
[j38]
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Yubin Jia, Zhao Yang Dong, Changyin Sun, Ke Meng:
A Tube-Based Distributed MPC Based Method for Low-Carbon Energy Networks With Exogenous Disturbances. IEEE Trans. Netw. Sci. Eng. 12(1): 381-391 (2025)
[j37]
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Zhineng Fei, Hongming Yang, Liang Du, Josep M. Guerrero, Ke Meng, Zhengmao Li:
Two-Stage Coordinated Operation of a Green Multi-Energy Ship Microgrid With Underwater Radiated Noise by Distributed Stochastic Approach. IEEE Trans. Smart Grid 16(2): 1062-1074 (2025)
2024
[j36]
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Luolin Xiong, Yang Tang, Chensheng Liu, Shuai Mao, Ke Meng, Zhaoyang Dong, Feng Qian:
Interpretable Deep Reinforcement Learning for Optimizing Heterogeneous Energy Storage Systems. IEEE Trans. Circuits Syst. I Regul. Pap. 71(2): 910-921 (2024)
2023
[j35]
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Luolin Xiong, Yang Tang, Chensheng Liu, Shuai Mao, Ke Meng, Zhaoyang Dong, Feng Qian:
A home energy management approach using decoupling value and policy in reinforcement learning. Frontiers Inf. Technol. Electron. Eng. 24(9): 1261-1272 (2023)
[j34]
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Luolin Xiong, Yang Tang, Chensheng Liu, Shuai Mao, Ke Meng, Zhaoyang Dong, Feng Qian:
Meta-Reinforcement Learning-Based Transferable Scheduling Strategy for Energy Management. IEEE Trans. Circuits Syst. I Regul. Pap. 70(4): 1685-1695 (2023)
[j33]
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Tengjun Zuo, Yuchen Zhang, Xuekuan Xie, Ke Meng, Ziyuan Tong, Zhao Yang Dong, Yubin Jia:
A Review of Optimization Technologies for Large-Scale Wind Farm Planning With Practical and Prospective Concerns. IEEE Trans. Ind. Informatics 19(7): 7862-7875 (2023)
2022
[j32]
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Abubakar Sadiq Sani, Elisa Bertino, Dong Yuan, Ke Meng, Zhao Yang Dong:
SPrivAD: A secure and privacy-preserving mutually dependent authentication and data access scheme for smart communities. Comput. Secur. 115: 102610 (2022)
[j31]
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Luolin Xiong, Yang Tang, Shuai Mao, Hangyue Liu, Ke Meng, Zhaoyang Dong, Feng Qian:
A Two-Level Energy Management Strategy for Multi-Microgrid Systems With Interval Prediction and Reinforcement Learning. IEEE Trans. Circuits Syst. I Regul. Pap. 69(4): 1788-1799 (2022)
[j30]
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Mir Nahidul Ambia, Ke Meng, Weidong Xiao, Ahmed Al-Durra, Zhao Yang Dong:
Interactive Grid Synchronization-Based Virtual Synchronous Generator Control Scheme on Weak Grid Integration. IEEE Trans. Smart Grid 13(5): 4057-4071 (2022)
2021
[j29]
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Shuai Mao, Yang Tang, Ziwei Dong, Ke Meng, Zhao Yang Dong, Feng Qian:
A Privacy Preserving Distributed Optimization Algorithm for Economic Dispatch Over Time-Varying Directed Networks. IEEE Trans. Ind. Informatics 17(3): 1689-1701 (2021)
[j28]
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Tengjun Zuo, Yuchen Zhang, Ke Meng, Ziyuan Tong, Zhao Yang Dong, Yang Fu:
A Two-Layer Hybrid Optimization Approach for Large-Scale Offshore Wind Farm Collector System Planning. IEEE Trans. Ind. Informatics 17(11): 7433-7444 (2021)
[j27]
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Hangyue Liu, Cuo Zhang, Qingmian Chai, Ke Meng, Qinglai Guo, Zhao Yang Dong:
Robust Regional Coordination of Inverter-Based Volt/Var Control via Multi-Agent Deep Reinforcement Learning. IEEE Trans. Smart Grid 12(6): 5420-5433 (2021)
[j26]
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Shuai Mao, Ziwei Dong, Paul Schultz, Yang Tang, Ke Meng, Zhao Yang Dong, Feng Qian:
A Finite-Time Distributed Optimization Algorithm for Economic Dispatch in Smart Grids. IEEE Trans. Syst. Man Cybern. Syst. 51(4): 2068-2079 (2021)
[j25]
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Yubin Jia, Ke Meng, Kang Wu, Changyin Sun, Zhao Yang Dong:
Optimal Load Frequency Control for Networked Power Systems Based on Distributed Economic MPC. IEEE Trans. Syst. Man Cybern. Syst. 51(4): 2123-2133 (2021)
2020
[j24]
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Jing Zhang, Luqin Fan, Ying Zhang, Gang Yao, Peijia Yu, Guojiang Xiong, Ke Meng, Xiangping Chen, Zhaoyang Dong:
A Probabilistic Assessment Method for Voltage Stability Considering Large Scale Correlated Stochastic Variables. IEEE Access 8: 5407-5415 (2020)
[j23]
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Yongxi Zhang, Ke Meng, Fengji Luo, Hongming Yang, Jiahua Zhu, Zhao Yang Dong:
Multi-Agent-Based Voltage Regulation Scheme for High Photovoltaic Penetrated Active Distribution Networks Using Battery Energy Storage Systems. IEEE Access 8: 7323-7333 (2020)
[j22]
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Yaran Li, Long Fu, Ke Meng, Zhao Yang Dong, Kashem M. Muttaqi, Wenli Du:
Autonomous Control Strategy for Microgrid Operating Modes Smooth Transition. IEEE Access 8: 142159-142172 (2020)
[j21]
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Yuchen Zhang, Zhao Yang Dong, Weicong Kong, Ke Meng:
A Composite Anomaly Detection System for Data-Driven Power Plant Condition Monitoring. IEEE Trans. Ind. Informatics 16(7): 4390-4402 (2020)
[j20]
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Gang Zhang, Feng Zhang, Xin Zhang, Ke Meng, Zhao Yang Dong:
Sequential Disaster Recovery Model for Distribution Systems With Co-Optimization of Maintenance and Restoration Crew Dispatch. IEEE Trans. Smart Grid 11(6): 4700-4713 (2020)
[j19]
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Shuai Lu, Wei Gu, Cuo Zhang, Ke Meng, Zhaoyang Dong:
Hydraulic-Thermal Cooperative Optimization of Integrated Energy Systems: A Convex Optimization Approach. IEEE Trans. Smart Grid 11(6): 4818-4832 (2020)
[j18]
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Gang Zhang, Feng Zhang, Xin Zhang, Zhaoyu Wang, Ke Meng, Zhao Yang Dong:
Mobile Emergency Generator Planning in Resilient Distribution Systems: A Three-Stage Stochastic Model With Nonanticipativity Constraints. IEEE Trans. Smart Grid 11(6): 4847-4859 (2020)
2019
[j17]
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Yu Zheng, Yue Song, David J. Hill, Ke Meng:
Online Distributed MPC-Based Optimal Scheduling for EV Charging Stations in Distribution Systems. IEEE Trans. Ind. Informatics 15(2): 638-649 (2019)
[j16]
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Yuan Zhang, Ke Meng, Weicong Kong, Zhao Yang Dong:
Collaborative Filtering-Based Electricity Plan Recommender System. IEEE Trans. Ind. Informatics 15(3): 1393-1404 (2019)
[j15]
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Yuan Zhang, Ke Meng, Weicong Kong, Zhao Yang Dong, Feng Qian:
Bayesian Hybrid Collaborative Filtering-Based Residential Electricity Plan Recommender System. IEEE Trans. Ind. Informatics 15(8): 4731-4741 (2019)
[j14]
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Ernauli C. Aprilia, Ke Meng, Mohamed Al Hosani, Hatem H. Zeineldin, Zhao Yang Dong:
Unified Power Flow Algorithm for Standalone AC/DC Hybrid Microgrids. IEEE Trans. Smart Grid 10(1): 639-649 (2019)
[j13]
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Ke Meng, Zhao Yang Dong, Zhao Xu, Yu Zheng, David J. Hill:
Coordinated Dispatch of Virtual Energy Storage Systems in Smart Distribution Networks for Loading Management. IEEE Trans. Syst. Man Cybern. Syst. 49(4): 776-786 (2019)
2018
[j12]
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Peishuai Li, Zaijun Wu, Ke Meng, Guo Chen, Zhao Yang Dong:
Decentralized Optimal Reactive Power Dispatch of Optimally Partitioned Distribution Networks. IEEE Access 6: 74051-74060 (2018)
[j11]
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Shu Wang, Zhao Yang Dong, Fengji Luo, Ke Meng, Yongxi Zhang:
Stochastic Collaborative Planning of Electric Vehicle Charging Stations and Power Distribution System. IEEE Trans. Ind. Informatics 14(1): 321-331 (2018)
[j10]
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Dongxiao Wang, Ke Meng, Xiaodan Gao, Jing Qiu, Loi Lei Lai, Zhao Yang Dong:
Coordinated Dispatch of Virtual Energy Storage Systems in LV Grids for Voltage Regulation. IEEE Trans. Ind. Informatics 14(6): 2452-2462 (2018)
[j9]
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Shiyi Yin, Bin Li, Ke Meng, Jie Chen:
Performance Differences of an Electromagnetic Flow Sensor With Nonideal Electrodes Based on Different-Dimensional Weight Functions. IEEE Trans. Instrum. Meas. 67(7): 1738-1748 (2018)
2017
[j8]
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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)
[j7]
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Qiwei Zhai, Ke Meng, Zhao Yang Dong, Jin Ma:
Modeling and Analysis of Lithium Battery Operations in Spot and Frequency Regulation Service Markets in Australia Electricity Market. IEEE Trans. Ind. Informatics 13(5): 2576-2586 (2017)
2016
[j6]
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Chixin Xiao, Zhaoyang Dong, Yan Xu, Ke Meng, Xun Zhou, Xin Zhang:
Rational and self-adaptive evolutionary extreme learning machine for electricity price forecast. Memetic Comput. 8(3): 223-233 (2016)
2015
[j5]
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Fengji Luo, Zhao Yang Dong, Guo Chen, Yan Xu, Ke Meng, Yingying Chen, Kit Po Wong:
Advanced Pattern Discovery-based Fuzzy Classification Method for Power System Dynamic Security Assessment. IEEE Trans. Ind. Informatics 11(2): 416-426 (2015)
[j4]
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Ke Meng, Zhao Yang Dong, Zhao Xu, Steven R. Weller:
Cooperation-Driven Distributed Model Predictive Control for Energy Storage Systems. IEEE Trans. Smart Grid 6(6): 2583-2585 (2015)
2013
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Yan Xu, Yuanyu Dai, Zhao Yang Dong, Rui Zhang, Ke Meng:
Extreme learning machine-based predictor for real-time frequency stability assessment of electric power systems. Neural Comput. Appl. 22(3-4): 501-508 (2013)
2012
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Fang Yao, Zhao Yang Dong, Ke Meng, Zhao Xu, Herbert Ho-Ching Iu, Kit Po Wong:
Quantum-Inspired Particle Swarm Optimization for Power System Operations Considering Wind Power Uncertainty and Carbon Tax in Australia. IEEE Trans. Ind. Informatics 8(4): 880-888 (2012)
[j1]
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Yan Xu, Zhao Yang Dong, Zhao Xu, Ke Meng, Kit Po Wong:
An Intelligent Dynamic Security Assessment Framework for Power Systems With Wind Power. IEEE Trans. Ind. Informatics 8(4): 995-1003 (2012)

Conference and Workshop Papers

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2022
[c16]
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Abubakar Sadiq Sani, Dong Yuan, Ke Meng, Zhao Yang Dong:
KEF: A Key Exchange Framework for Operational Technology Security Standards and Guidelines. ISGT 2022: 1-5
[c15]
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Jizhe Liu, Yuchen Zhang, Ke Meng, Yan Xu, Zhao Yang Dong:
Risk-Averse Graph Learning for Real-time Power System Emergency Load Shedding. ISGT Asia 2022: 520-524
2021
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Hua Chai, Jayashri Ravishankar, Ke Meng, Matthew Priestley:
Improved Power Engineering Curriculum: Analysis in a Year 3 Course in Electrical Engineering. EDUCON 2021: 701-705
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Abubakar Sadiq Sani, Ke Meng, Zhao Yang Dong:
SComm: A Real-Time Mutually Authenticated Secure Communication Framework for Smart Grids. ISGT 2021: 1-5
[c12]
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Abubakar Sadiq Sani, Dong Yuan, Ke Meng, Zhao Yang Dong:
DIACS: A Blockchain-based Model for Systematic Data Integrity Assessment and Control. ISGT 2021: 1-5
2017
[c11]
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Yaran Li, Liang Yuan, Ke Meng, Zhaoyang Dong:
Smooth states transition control strategy for microgrid. ICIA 2017: 86-91
[c10]
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Yuqing Yang, Stephen Bremner, Chris Menictas, Ke Meng, Zhao Yang Dong, Merlinde Kay:
An economic optimization for BESS sizing in a hybrid PV and wind power plant. ISGT Asia 2017: 1-6
2016
[c9]
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Hui Hou, Jun Xie, Dongming Zhao, Wei Chen, Zhengtian Li, Jin Ma, Ke Meng, Zhaoyang Dong:
Electrical Vehicle Wireless Charging Technology Based on Energy Internet Application in China. ANT/SEIT 2016: 1332-1337
[c8]
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  - conf/smartgridcomm/WangMLXZ16
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Shu Wang, Ke Meng, Fengji Luo, Zhao Xu, Yu Zheng:
Stochastic collaborative planning method for electric vehicle charging stations. SmartGridComm 2016: 503-508
[c7]
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Jingjie Huang, Ke Meng, Mingyong Lai, Renjun Zhou, Yu Zheng, Xiyuan Ma:
A run-off algorithm based approach for optimal operation of a DCCHP system. SmartGridComm 2016: 564-569
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Yuan Zhang, Ke Meng, Dong Xu, Mingyong Lai, Yu Zheng:
Recommending electricity plans: A data-driven method. SmartGridComm 2016: 668-673
[c5]
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Xiaodan Gao, Ke Meng, Dongxiao Wang, Guo Chen, Fengji Luo, Zhao Yang Dong:
A distributed control for active power curtailment within a wind farm based on ratio consensus algorithms. SmartGridComm 2016: 693-698
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  - https://dblp.org/rec/conf/smartgridcomm/WangMGCLD16
Dongxiao Wang, Ke Meng, Xiaodan Gao, Guo Chen, Fengji Luo, Zhao Yang Dong:
Consensus-driven distributed control of battery energy storage systems for loading management in distribution networks. SmartGridComm 2016: 699-704
2009
[c3]
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  dblp key:
  - conf/isnn/MengDWW09
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Ke Meng, Zhaoyang Dong, Honggang Wang, Youyi Wang:
Comparisons of Machine Learning Methods for Electricity Regional Reference Price Forecasting. ISNN (1) 2009: 827-835
[c2]
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  - conf/smc/MengDW09
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Ke Meng, Zhao Yang Dong, Kit Po Wong:
Enhancing the Computing Efficiency of Power System Dynamic Analysis with PSS E. SMC 2009: 4825-4829
2007
[c1]
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  dblp key:
  - conf/cec/MengXJQ07
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  persistent URL:
  - https://dblp.org/rec/conf/cec/MengXJQ07
Ke Meng, Rui Xia, Ting Ji, Feng Qian:
Electricity reference price forecasting with Fuzzy C-means and Immune Algorithm. IEEE Congress on Evolutionary Computation 2007: 2337-2343

Informal and Other Publications

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2023
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  - journals/corr/abs-2310-14783
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  - https://dblp.org/rec/journals/corr/abs-2310-14783
Luolin Xiong, Yang Tang, Chensheng Liu, Shuai Mao, Ke Meng, Zhaoyang Dong, Feng Qian:
Interpretable Deep Reinforcement Learning for Optimizing Heterogeneous Energy Storage Systems. CoRR abs/2310.14783 (2023)

Coauthor Index

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