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向月,副教授/博士生导师/硕士生导师 四川大学智能电网优化运行与电力市场运营研究团队 四川大学电气工程系 IEEE高级会员、中国电机工程学会高级会员 学习和工作简历 2018/09-至今,四川大学,电气工程系,副教授 2019/09-2020/09,英国帝国理工学院,访问研究员 2018/07-2018/08,德国克劳斯塔尔工业大学,访问学者 2016/07-2018/08,四川大学,电气工程系,特聘副研究员 2010/09-2016/06,四川大学,电力系统及其自动化,博士 2015/06-2015/09,英国巴斯大学,访学博士生 2013/09-2014/09,美国田纳西大学,联合培养博士生 2006/09-2010/06,四川大学,电气工程及其自动化,本科 科研项目 主要涉及配电网投资决策与集成规划,综合能源系统规划,可交易能源市场,分散式交易,区域能源互联网优化调度,储能运营价值与投资边界,群体智能分布式调控,电网形态演变与投资分析,灵活性运行与规划,新能源发电预测,能碳评估与节能管控等理论基础、关键技术研究与应用。 【优秀论文奖】 [1] Optimal allocation of distributed renewable generation units in distribution networks.中美绿色能源峰会(优秀论文一等奖), 2016. [2]充换电服务网络及其与配电网协同规划关键技术分析与研究, 电力建设优秀论文奖, 2016. [3] Measurement-based cell-DT method for power system transient stability. IEEE Chengdu Section 优秀学生论文奖, 2018. [4] Clean energy consumption of power systems towards smart agriculture: roadmap, bottlenecks and technologies. CSEE JPES 优秀论文奖, 2019. [5] Correlation-based investment decision-marking for distribution network reconstruction. IEEE PES ISGT Asia 2019 (Innovative Smart Grid Technologies Asia) 优秀论文奖, 2019. [6] 考虑用电形态相似度的多用户共享储能投资效益分析, 中国电机学会能源互联网专委会2020年学术年会(优秀论文一等奖), 2020. [7] Multi-area P2P energy trading. 2020 IEEE Student Conference on Electric Machines and Systems 优秀学生论文奖, 2020. [8] Optimal planning of AC-DC hybrid transmission and distributed energy resource system: Review and prospects, CSEE JPES (年度高影响力文章), 2020. [9] Data-driven load pattern identification. IEEE I&CPS Asia 2021 优秀论文奖, 2021. [10] Clean energy consumption of power systems towards smart agriculture: roadmap, bottlenecks and technologies, 中国电机工程学会优秀论文三等奖, 2021. [11] Charging station planning considering pressure energy utilization of natural gas pipe networks. IEEE I&CPS Asia 2022 优秀论文奖, 2022. [12] A peer to peer transaction based pricing model of distribution networks with 100% renewable energy. IEEE I&CPS Asia 2022 优秀学生论文奖, 2022. 【主讲课程】 本科生必修课程:《电力市场理论》 本科生选修课程:《电网规划理论与技术》 研究生选修课程:《电网规划与可靠性》 研究生选修课程:《电力系统经济性:设计与分析基础》 【主持或参研的教改课题】 1、交叉科学小课题嵌入式教学辅助方案研究——《电力市场理论》课程建设,已结题(优秀)。 2、面向“电动汽车与智能电网”交叉科学和前沿技术的创新创业课程设计与研究培养,已结题(优秀)。 3、智慧生态型新一代电气工程人才培养体系研究,省级、校级项目,已结题(优秀,四川大学教学成果二等奖)。 4、“电力系统经济性:设计与分析基础”国际高水平课程,校级项目,在研。 5、“电力市场理论”金课建设与电力市场人才培养体系研究,院级项目,在研。

研究领域

电力系统投资规划与优化运行、电力数据认知与机器智能、电动汽车入网、能源环境经济

近期论文

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2022 [1] Yue Xiang, et al. Routing optimization of electric vehicles for charging with event-driven pricing strategy [J]. IEEE Transactions on Automation Science and Engineering, 2022, 19(1): 7-20. [2] Yue Xiang, et al. Distributed dispatch of multiple energy systems considering carbon trading[J]. CSEE Journal of Power and Energy Systems, in press. [3] Yue Xiang, et al. Low-carbon economic planning of integrated electricity-gas energy systems[J]. Energy, 2022, 249: 123755. [4] Yue Xiang, et al. Distributionally robust expansion planning of electric vehicle charging system and distribution netwroks [J]. CSEE Journal of Power and Energy Systems, in press. [5] Xiangyu Wei, Yue Xiang(*), et al. Self-dispatch of wind-storage integrated system: a deep reinforcement learning approach[J]. IEEE Transactions on Sustainable Energy, 2022, 13(3): 1861-1864. [6] Bohan Xu, Yue Xiang(*), et al. Var-voltage control capability constrained economic scheduling of integrated energy systems[J]. IEEE Transactions on Industry Application, 2022, in press. [7] Jiang Huang, Yue Xiang(*), et al. Resilience assessment of hydrogen integrated multi-energy systems for airport electrification [J]. IEEE Transactions on Industry Application, 2022, 58(2): 2812-2824. [8] Haotian Yao, Yue Xiang(*), et al. Optimal prosumers’ peer-to-peer energy trading and scheduling in distribution networks [J]. IEEE Transactions on Industry Application, 2022, 58(2): 1466-1477. [9] Mengqiu Fang, Yue Xiang (*). Data-driven load pattern identification based on R-vine copula and random forest method[J]. IEEE Transactions on Industry Application, in press. [10] Haotian Yao, Yue Xiang(*), et al. Exploring multiple investment strategies for non-utility-owned DGs: a decentralized risked-based approach[J]. Applied Energy, under review. [11] Jiakun Dai, Yue Xiang(*), et al. Virtual P2P transaction integrated expansion planning of distribution networks[J]. CSEE Journal of Power and Energy Systems, in press. [12] Wenxule Chen, Yue Xiang(*), et al. Optimal operation of virtual power plants with shared energy storage[J]. IET Smart Grid, in press. [13] Yongtao Guo, Yue Xiang (*). Low-carbon strategic planning of integrated energy systems[J]. Frontiers in Energy Research, 2022, 10: 66-71. [14] Bohan Xu, Yue Xiang(*), et al. Optimal operation of regional integrated energy system based on multi-agent deep deterministic policy gradient algorithm[J]. Energy Report, 2022, 8: 932-939. [15] Wenxule Chen, Yue Xiang(*), et al. Co-word based energy policy analysis for power system evolution and investment[J]. Energy Report, 2022, 8:167-174. [16] Mengqiu Fang, Yue Xiang (*). Locational electricity–carbon price model: design and analysis[J]. Energy Report, 2022, 8: 721-728. [17] Guangbo Peng, Yue Xiang(*). CO2 emission coupled power generation mix evolution: a system dynamics approach [J]. Energy Report, 2022, 8: 597-604. [18] Yanliang Wang, Yue Xiang(*). Photovoltaic-storage energy system management considering wireless data communication [J]. Energy Report, 2022, 8: 267-273. [19] Jiakun Dai, Yue Xiang(*). Will power company be profitable from non-utility-owned distributed generators planning with peer-to-peer strategy? [J]. Energy Report, 2022, 8: 147-154. [20]Jingrong Guo, Yue Xiang(*). Cost–benefit analysis of Gencos market trading with carbon-tax and cap-and-trade policies [J]. Energy Report, 2022, 8: 900-907. [21]Yongtao Guo, Yue Xiang(*). Cost–benefit analysis of photovoltaic-storage investment in integrated energy systems [J]. Energy Report, 2022, 8: 66-71. [22]Yongtao Guo, Yue Xiang(*). An integrated energy system planning platform [J]. Energy Report, in press. [23]Wenxule Chen, Yue Xiang(*). Co-word based energy policy analysis for power system evolution and Investment [J]. Energy Report, 2022, 8: 167-174. [24]Xiangyu Wei, Yue Xiang(*), et al. Wind power bidding coordinated with energy storage system operation in real-time electricity market: a maximum entropy deep reinforcement learning approach[J]. Energy Report, 2022, 8: 770-775. [25]Jianping Yang, Yue Xiang(*), et al. Deep transfer learning based assistant system for optimal investment decision of distribution networks [J]. Energy Report, 2022, 8: 91-96. [26]Run Zhou, Yue Xiang(*), et al. Non-intrusive identification and privacy-preserving of residential electric vehicle[J]. Energy Report, 2022, 8: 1322-1329. [27] Jingxian Yang, Jichun Liu, Yue Xiang(*), et al. Data-driven optimal dynamic dispatch for hydro-PV-PHS integrated power system using deep reinforcemenet learning[J]. CSEE Journal of Power and Energy Systems, in press. [28] Xiaodong Shen, Houxiang Zhao, Yue Xiang(*), et al. Short-term electric vehicles charging load forecasting based on deep learning in low-quality data environments[J]. Electric Power Systems Research, 2022, 212: 108247. [29]Gang Wu ,Ting Li, Weiting Xu,Yue Xiang(*), et al. Chance-constrained energy-reserve co-optimization scheduling of wind-photovoltaic-hydrogen energy systems[J]. International Journal of Hydrogen Energy, in press. [30] Junlong Li, Yue Xiang, et al.Formulation of locational marginal electricity-carbon price in power systems[J]. CSEE Journal of Power and Energy Systems, in press. [31] Shuai Zhang, Yue Xiang, et al. A regulating capacity determination method for pumped storage hydropower to restrain PV generation fluctuation[J]. CSEE Journal of Power and Energy Systems, 2022, 8(1): 304-316. [32] Yichen Shen, Chenghong Gu, Yue Xiang, et al. Dynamic service restoration for integrated energy systems under seismic stress [J]. IEEE Transactions on Sustainable Energy, 2022, 13(1): 527-536. [33] Junlong Li, Chenghong Gu, Yue Xiang, et al. Edge-cloud computing systems for smart grid: state-of-the-art, architecture and applications[J]. Journal of Modern Power Systems and Clean Energy, 2022, 10(4): 805-817. [34] Zihao Li, Wei Sun, Yue Xiang, et al. A transfer strategy for power output estimation of wind farm at planning stage based on SVR model [J]. CSEE Journal of Power and Energy Systems, in press. [35] Yuhang Ma, Yuan Huang, Gang Wu, Junyong Liu, Yang Liu, Yue Xiang, et al. Decentralized monthly generation scheduling of cascade hydropower plants in multiple time scale markets [J]. International Journal of Electrical Power and Energy Systems, 2022, 135: 107420. [36]Junlong Li, Chenghong Gu, Lurui Fang, Xiangyu Wei, Yuanbin Zhu, Yue Xiang. A spatiotemporal reallocation method for energy management in edge data centres[J]. CSEE Journal of Power and Energy Systems, in press. [37] Huawei Chao, Gang Wu, Ting Li, Weiting Xu, Jiakun Dai, Yue Xiang. A development potential assessment method for clean energy stations[J]. Frontiers in Energy Research, 2022, in press. [38] Pengfei Zhao, Zhidong Cao, Dajun Zeng, Chenghong Gu, Zhaoyu Wang, Yue Xiang, et al. Cyber-resilient multi-energy management for complex systems [J]. IEEE Transactions on Industrial Informatics, 2022, 18(3): 2144-2159. [39] 郭静蓉,向月(*), 等. 考虑CCUS电转气技术及碳市场价格风险的电-气综合能源系统优化调度[J]中国电机工程学报,录用待刊。 [40] 杨建平,向月(*), 等. 面向配电网投资决策的小样本关联规则自适应迁移学习方法[J]中国电机工程学报,42(16): 5823-5834. [41] 彭光博,向月(*), 等. 双碳目标下电力系统风电装机与投资发展动力学推演与分析[J]电力自动化设备,录用待刊. [42] 王敏,向月(*),等. 计及V2G价格激励的电动汽车削峰协同调度策略[J]电力自动化设备,2022, 42(4): 27-33。 [43] 任峰,向月(*),等. 辅助负荷削峰的电动出租车V2G协同策略与效益分析[J]电力自动化设备,2022,42(2):63-69. [44] 周椿奇,向月(*),等. 轨迹数据驱动的电动汽车充电需求及V2G可调控容量估计[J]电力系统自动化,2022, 46(12): 46-55. [45] 王晏亮,向月(*),等. 计及天然气管网压力能消纳的电动汽车换电池集中充电-配送策略[J]电力自动化设备,录用待刊。 [46] 周润,向月(*),等. 基于智能电表集总数据的家庭电动汽车充电行为非侵入式辨识与负荷预测[J]电网技术,2022,46 (5): 1897-1906. [47] 徐博涵,向月(*),等. 基于深度强化学习的含高比例可再生能源配电网就地分散式电压管控方法[J]电力系统保护与控制,录用待刊。 [48] 周立立,向月(*),等.差异化市场下储能运营风险效益评估[J]太阳能学报,2022, 43(3): 111-118. [49] 汪顺其,向月(*),等.考虑临时驻车充放电管理的电动汽车配送路径规划方法[J]电力自动化设备,录用待刊。 [50] 郭咏涛,向月(*),等.面向高比例清洁能源消纳的含灵活性资源电力系统规划方案优选研究[J]上海交通大学学报,录用待刊。 [51] 王敏,向月(*),等. 城市充电服务网多维评估指标体系与方法[J]全球能源互联网,2022,5(3):261-270. [52] 任峰,向月. 基于GPS数据的电动出租车充电桩选址定容研究[J]电力自动化设备,2022,录用待刊. [53] 饶萍,向月,等.市场环境下配电网分布式光储协同规划[J]中国电力,2022,55(1):178-188. [54] 李争博,刘友波,任鹏哲,向月,等.考虑地理信息聚类分区的配电网多阶段动态规划方法[J]电力系统自动化,录用待刊。 [55] 颜宇飞,唐早,刘友波,王淼,向月,等. 双重不确定性下考虑风险偏好的风储系统日前报量策略[J]电网技术,录用待刊。 [56] 王泽祺,刘友波,任鹏哲,付云琦,李健,于汀,向月,刘俊勇. 配电网精准投资理论与关键技术综述[J]电网技术,2022, 46(7): 2665-2678. [57] 吴浩,齐放,张曦,刘友波,向月,等. 基于小波包分解与最小二乘支持向量机的用户侧净负荷预测[J]现代电力,录用待刊。 [58] 张沈习,王浩宇,李然,程浩忠,方一晨,李珂,王旭,向月. 考虑智能软开关接入的主动配电网扩展规划方法[J]中国电机工程学报,录用待刊。 2021 [1] Yue Xiang, et al. Charging load pattern extraction for residential electric vehicles: a training-free non-intrusive method[J]. IEEE Transactions on Industrial Informatics, 2021, 17(10): 7028-7039. [2] Yue Xiang, et al. 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Agricultural load modeling based on crop evapotranspiration and light integration for economic operation of greenhouse power system[J]. CSEE Journal of Power and Energy Systems, 2021, 7(5): 1113-1121. [14] Jichun Liu, Xue Chen, Yue Xiang (*), et al. Optimal planning and investment benefit analysis of shared energy storage for electricity retailers [J]. International Journal of Electrical Power and Energy Systems, 2021, 126: 106561. [15] Pengfei Zhao, Chenghong Gu, Yue Xiang, et al. Reactive power optimization in integrated electricity and gas systems [J]. IEEE Systems Journal, 2021, 15(2): 2744-2754. [16] Zihao Li, Wei Sun, Yue Xiang, et al. Arranging university semester date to minimize annual CO2 emission: a UK university case study [J].iScience, 2021, 24: 103414. [17] Pengfei Zhao, Chenghong Gu, Zhidong Cao, Qian Ai, Yue Xiang, et al. Water-energy nexus management for power systems [J]. IEEE Transactions on Power Systems, 2021, 36(3): 2542-2554. 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ICPRE2021, 2021.9.24, 上海. 【学术会议或期刊专题组织】 [1] Special Session Chair, Planning and Operation of Smart Distribution Network with High Penetration of Distributed Energy Resources and Electric Vehicles. 2019 IEEE PES Innovative Smart Grid Technologies - Asia. [2] Special Session Chair, Low-carbon Oriented Advanced Techniques for Power Systems Planning. 2021 IEEE IAS Industrial and Commercial Power System Asia. [3] Technical Committee Member, 2021 IEEE PES Innovative Smart Grid Technologies Asia. [4] Special Session Chair, Low-carbon Oriented Advanced Techniques for Power Systems Planning. IEEE I&CPS Asia 2021. [5] Guest Editor, Low-carbon Oriented Advanced Techniques for Power Systems Planning. CSEE JPES. [6] Special Session Chair, New Paradigm Shifts in Power System Planning. 2022 7th Asia Conference on Power and Electrical Engineering. [7] 联合特约主编,“电动汽车与能源互联网融合发展的核心理论与关键技术”专题,《电力自动化设备》. [8]Special Session Chair, Operation and Planning of New Distribution System. IEEE I&CPS Asia 2022..

学术兼职

中国电工技术协会电动汽车充放电与试验专委会委员、中国电机工程学会电工数学专业委员会委员、中国电机工程学会分布式发电及智能配电专委会学组成员、IEEEPES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 保护控制技术委员会(中国)电网运行控制分委会秘书长、IEEE PES电力系统运行规划与经济技术委员会技术委员会(中国)综合能源系统运行规划及商业模式技术分委会常务理事、中国电机工程学会四川大学会员中心秘书等。 担任IET Smart Grid期刊编委/副编辑、 CSEE JPES期刊青年编委/副编辑、PCMP期刊青年编委/副编辑, 亦长期担任IEEE Transactions on Power Systems, IEEE Transactions on Smart Grid, IEEE Transactions on Sustainable Energy, IEEE Transactions on Industrial Informatics, IEEE Transactions on Transportation Electrification, IEEE Transactions on Industry Applications, IEEE Transactions on Systems, Man and Cybernetics: Systems, IET Generation, Transmission & Distribution, IET Smart Grid, IET Renewable Power Generation, Applied Energy, Renewable Energy, Resources, Conservation & Recycling, Sustainable Energy, Grids and Networks, Transportation Research Part D: Transport and Environment, Energy, Scientific Report, IEEE Power & Energy Technology Systems Journal, International Journal of Electrical Power & Energy Systems, Electric Power Components and Systems, Electric Power Systems Research, Journal of Modern Power and Clean Energy, CSEE Journal of Power and Energy Systems, International Transactions on Electrical Energy Systems, Journal of Energy Storage, International Journal of Electrical Engineering & Education, IEEE Access, 中国电机工程学报, 电网技术, 电力系统自动化, 电力自动化设备, 电力系统保护与控制, 电力建设, 中国电力, 广东电力, 太阳能学报等国内外专业期刊审稿人。

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