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个人简介

张弦, 哈尔滨工业大学(深圳)机电工程与自动化学院助理教授。本科毕业于华北电力大学(北京),硕士研究生毕业于清华大学,博士研究生毕业于香港理工大学。 现为IEEE中国区电动汽车技术委员会 电动汽车与能源交通系统融合技术分委会常务理事和IEEE 中国区电力系统动态技术委员会 电力系统恢复技术分委会常务理事。 以第一作者和通信作者发表高水平期刊论文20篇。 教育经历 2015-2019 香港理工大学 博士 2009-2012 清华大学 硕士 2005-2009 华北电力大学(北京) 学士 科研项目 2021-2023 国家自然科学基金青年基金项目(主持) 2023-2025 广东省基础与应用基础研究基金自然科学基金项目面上项目(主持) 2022-2025 广东省基础与应用基础研究基金企业联合基金面上项目(主持) 2021-2022 深圳市高等院校稳定支持计划面上项目(主持) 2020-2022 深圳市海外高层次人才启动项目(主持) 2020-2022 哈尔滨工业大学(深圳)新教师启动项目(主持)

研究领域

能源交通融合系统优化运行机理 智能电网与综合能源系统运行优化 电动汽车充电设施规划,电动汽车充放电分布式控制 深度学习等人工智能在电力系统的应用

近期论文

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Y. Li, S. Chai, G. Wang, X. Zhang*, and J. Qiu, “Quantifying the Uncertainty in Long-Term Traffic Prediction Based on PI-ConvLSTM Network,” IEEE Transactions on Intelligent Transportation Systems, vol.23, no. 11, Pages 20429-20441, Nov. 2022. (SCI, JCR Q1, 中科院JCR大一区小一区, TOP期刊, IF:9.551) T. Wu, Z. Li, G. Wang*, X. Zhang* and J. Qiu, “Low-Carbon Charging Facilities Planning for Electric Vehicles Based on a Novel Travel Route Choice Model,” IEEE Transactions on Intelligent Transportation Systems, DOI: 10.1109/TITS.2023.3248087 (SCI, JCR Q1, 中科院JCR大一区小一区, TOP期刊, IF:9.551) H. Wang, Z. Lei, X. Zhang*, B. Zhou and J. Peng, “A review of deep learning for renewable energy forecasting,” Energy Conversion and Management, vol. 198, 111799, 2019. (SCI, JCR Q1, 中科院JCR大一区小一区, TOP期刊, IF:8.208, 引用537次, ESI高被引论文, ESI热点论文) T. Wu, X. Wei, X. Zhang*, G. Wang, J. Qiu, S. Xia, “Carbon-oriented expansion planning of integrated electricity-natural gas systems with EV fast-charging stations,” IEEE Transactions on Transportation Electrification, vol. 8, no. 2, pp. 2797-2809, Jun. 2022. (SCI, JCR Q1, 中科院JCR大一区小二区, TOP期刊, IF: 6.519) X. Zhang, P. Li, J. Hu, M. Liu, G. Wang, J. Qiu, K. W. Chan, “Yen’s Algorithm Based Charging Facility Planning Considering Congestion in Coupled Transportation and Power Systems,” IEEE Transactions on Transportation Electrification, vol. 5, no.4, pp. 1134-1144, Dec. 2019. (SCI, JCR Q1, 中科院JCR大一区小二区, TOP期刊, IF:5.444) X. Zhang, K. W. Chan, H. Li, H. Wang, J. Qiu and G. Wang, “Deep-Learning-Based Probabilistic Forecasting of Electric Vehicle Charging Load With a Novel Queuing Model,” IEEE Transactions on Cybernetics, vol. 51, no. 6, pp. 3157-3170, Jun. 2021. (SCI, JCR Q1, 中科院JCR大一区小一区, TOP期刊, IF:19.118) A. R. Sayed, X. Zhang*, G. Wang, C. Wang and J. Qiu, "Optimal Operable Power Flow: Sample-efficient Holomorphic Embedding-based Reinforcement Learning," IEEE Transactions on Power Systems, early access. (SCI, JCR Q1, 中科院JCR大一区小一区, TOP期刊, IF:7.33) Y. Liu, Y. Li, Y. Wang, X. Zhang*, H. B. Gooi and H. Xin, “Robust and Resilient Distributed Optimal Frequency Control for Microgrids Against Cyber Attacks,” IEEE Transactions on Industrial Informatics, vol. 18, no. 1, pp. 375-386, Jan. 2022. (SCI, JCR Q1, 中科院JCR大一区小一区,TOP期刊, IF:11.648) X. Shi, Y. Xu*, Q. Guo, H. Sun and X. Zhang*, “Day-Ahead Distributionally Robust Optimization-Based Scheduling for Distribution Systems with Electric Vehicles,” IEEE Transactions on Smart Grid, 2022, DOI: 10.1109/TSG.2022.3223332. (SCI, JCR Q1, 中科院JCR大一区小一区, TOP期刊,IF:10.275) X. Zhang, K. W. Chan, H. Wang, B. Zhou, G. Wang and J. Qiu, “Multiple Group Search Optimization based on Decomposition for Multi-Objective Dispatch with Electric Vehicle and Wind Power Uncertainties,” Applied Energy, vol. 262, 114507, Mar. 2020. (SCI, JCR Q1, 中科院JCR大一区小一区, TOP期刊,IF:9.746) C. Wang, A. R. Sayed*, H. Zhang, X. Zhang*, J. Ren, Q. Jia and T. Bi, “Two-stage Distributionally Robust Strategic Offering in Pool-based Coupled Electricity and Gas Market,” Energy, vol. 265, 126288, Feb. 2023. (SCI, JCR Q1, 中科院JCR大一区小一区, TOP期刊, IF:8.234) X. Zhang, K. W. Chan, H. Wang, J. Hu, B. Zhou, Y. Zhang and J. Qiu, “Game-Theoretic Planning for Integrated Energy System with Independent Participants Considering Ancillary Services of Power-to-Gas Stations,” Energy, vol. 176, pp. 249-264, Jun. 2019. (SCI, JCR Q1, 中科院JCR大一区小一区, TOP期刊, IF:6.082) X. Zhang, H. Wang, J.-c. Peng, Y. Liu, G. Wang and H. Jiang, “GPNBI inspired MOSDE for electric power dispatch considering wind energy penetration,” Energy, vol. 144, pp. 404-419, 2018. (SCI, JCR Q1, 中科院JCR大二区小一区, TOP期刊, IF:5.537) J. Liu, W. Xu, K. W. Chan, M. Liu, X. Zhang* and N. H. L. Chan, “A Three-Phase Single-Stage AC-DC Wireless-Power Transfer Converter with Power Factor Correction and Bus Voltage Control,” IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 8, no. 2, pp. 1782-1800, Jun. 2020. (SCI, JCR Q1, 中科院JCR大二区小二区, IF:4.472) X. Wei, X. Zhang*, Y. Sun and J. Qiu, “Carbon Emission Flow Oriented Tri-Level Planning of Integrated Electricity–Hydrogen–Gas System with Hydrogen Vehicles,” IEEE Transactions on Industry Applications, vol. 58, no. 2, pp. 2607-2618, March-April 2022. (SCI, JCR Q1, 中科院JCR大二区小二区, IF:4.079) H. Wang, Z. Lei, X. Zhang*, J. Peng and H. Jiang, “Multiobjective Reinforcement Learning Based Intelligent Approach for Optimization of Activation Rules in Automatic Generation Control,” vol. 7, IEEE Access, 2019. (SCI, JCR Q1, 中科院JCR大二区小二区, IF:3.745) X. Zhang, J. Hu, H. Wang, G. Wang, K. W. Chan, J. Qiu, “Electric Vehicle Participated Electricity Market Model Considering Flexible Ramping Product Provisions”, IEEE Transactions on Industry Applications, vol. 56, no. 5, 2020. (SCI, JCR Q2, 中科院JCR大二区小二区, IF:3.654) Y. He, S. Chai, J. Zhao, Y. Sun and X. Zhang*, “A robust spatio-temporal prediction approach for wind power generation based on spectral temporal graph neural network,” IET Renewable Power Generation, vol. 16, no.12, Sep. 2022, Pages 2556-2565. (SCI, JCR Q2, 中科院JCR大四区小四区, IF:3.034) X. Wei, Y. Sun, B. Zhou, X. Zhang*, G. Wang, J. Qiu, “Carbon emission flow oriented multitasking multi-objective optimization of electricity-hydrogen integrated energy system,” IET Renewable Power Generation, vol. 16, no. 7, Pages 1474-1489, May 2022. (SCI, JCR Q2, 中科院JCR大四区小四区, IF:3.034) J. Liu, K. H. Loo, G. Wang, X. Zhang* and T. Wu, “Asymmetric modulation of bridgeless single-stage full-bridge AC–DC converter for active power factor correction and zero voltage switching,” IET Power Electronics, DOI: 0.1049/pel2.12447 (SCI, JCR Q3, 中科院JCR大四区小四区, IF:2.112) H. Wang, X. Zhang*, Q. Li, G. Wang, H. Jiang and J. Peng, “Recursive Method for Distribution System Reliability Evaluation,” Energies, vol. 11, no. 10, pp. 1-15, 2018. (SCI, JCR Q3, 中科院JCR大三区小四区, IF:2.707) G. Wang, X. Zhang, H. Wang, J.-C. Peng, H. Jiang, Y. Liu, C. Wu, Z. Xu and W. Liu, “Robust Planning of Electric Vehicle Charging Facilities with an Advanced Evaluation Method,” IEEE Transactions on Industrial Informatics, vol. 14, no. 3, pp. 866-876, Mar. 2018. (SCI, JCR Q1, 中科院JCR大一区小一区, TOP期刊, IF:7.377) Y. Tao, J. Qiu, S. Lai, X. Zhang, Y. Wang and G. Wang, “A Human-Machine Reinforcement Learning Method for Cooperative Energy Management,” IEEE Transactions on Industrial Informatics, vol. 18, no. 5, pp. 2974-2985, May 2022. (SCI, JCR Q1, 中科院JCR大一区小一区, TOP期刊, IF:11.648) Y. Wang, J. Qiu, Y. Tao, X. Zhang and G. Wang, “Low-carbon oriented optimal energy dispatch in coupled natural gas and electricity systems,” Applied Energy, vol. 280, 2020. (SCI, JCR Q1,中科院JCR大一区小一区, TOP期刊, IF:9.746) Y. Li, J. Li, L. Xiong, X. Zhang and Z. Xu, “DC Fault Detection in Meshed MTdc Systems Based on Transient Average Value of Current,” IEEE Transactions on Industrial Electronics, vol. 67, no. 3, pp. 1932-1943, 2019. (SCI, JCR Q1,中科院JCR大一区小一区, TOP期刊, IF:7.515) X. Lu, K. W. Chan, S. Xia, X. Zhang, G. Wang and F. Li, “A Model to Mitigate Forecast Uncertainties in Distribution Systems Using the Temporal Flexibility of Electric Vehicle Aggregators,” IEEE Transactions on Power Systems, vol. 35, no. 3, pp. 2212-2221, May 2020. (SCI,JCR Q1, 中科院JCR大一区小二区, TOP期刊, IF:6.074) X. Gao, K. W. Chan, S. Xia, X. Zhang and G. Wang, “Bidding strategy for coordinated operation of wind power plants and NGG-P2G units in electricity market,” CSEE Journal of Power and Energy Systems, vol. 8, no. 1, pp. 212-224, Jan. 2022. (SCI, JCR Q1,中科院JCR大二区小二区, IF:6.014) X. Lu, H. Yin, S. Xia, D. Zhang, M. Shahidehpour, X. Zhang and D. Tao, “A Real-Time Alternating Direction Method of Multipliers Algorithm for Nonconvex Optimal Power Flow Problem,” IEEE Transactions on Industry Applications, vol. 57, no. 1, pp. 70-82, Jan.-Feb. 2021. (SCI, JCR Q1, 中科院JCR大二区小二区, IF:4.079) G. Wang, Y. Yang, H. Wang, B. Zhou, J. Qiu and X. Zhang, “Low Carbon Oriented Power-to-Gas Station and Integrated Energy System Planning with Ancillary Service Provision and Wind Power Integration,” IET Renewable Power Generation, vol. 14, no. 15, 2020. (SCI, JCR Q1, 中科院JCR大二区小三区, IF:3.930) Y. Li, L. Wu, J. Li, L. Xiong, X. Zhang, G. Song, Z. Xu, “DC Fault Detection in MTDC Systems Based on Transient High Frequency of Current,” IEEE Transactions on Power Delivery, vol. 34, no. 3, pp. 950-962, Jun. 2019. (SCI, JCR Q1, 中科院JCR大一区小二区, IF:3.681) M. Liu, J. Hu, K. W. Chan, S. W. OR, S. L. Ho., W. Xu and X. Zhang, “Dual Cost Function Model Predictive Direct Speed Control with Duty Ratio Optimization for PMSM Drives,” IEEE Access, vol. 8, pp. 126637-126647, 2022. (SCI, JCR Q2, 中科院JCR大三区小三区, IF:3.367)

学术兼职

IEEE PES 中国区电动汽车技术委员会 电动汽车与能源交通系统融合技术分委会 常务理事 IEEE PES 中国区电力系统动态技术委员会 电力系统恢复技术分委会 常务理事 中国电源学会交通电气化专委会 会员

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