2025年4月5日 周六
首页 > 过刊浏览>2021年第36卷第2期 >58-66. DOI:10.19781/j.issn.1673-9140.2021.02.007
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基于组合赋权和梯形云模型的发电商市场力评价
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TM732

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国网浙江省电力有限公司科技项目(5211JY17000W)


Market power evaluation of generators based on combination weighting and trapezoidal cloud model
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    摘要:

    针对目前发电商市场力评价忽略指标数据不确定性和模糊性的问题,提出一种基于组合赋权和梯形云模型的发电商市场力综合评价方法。首先,该方法建立发电商市场力评价指标体系,采用组合赋权法得到各指标的权重;然后,利用梯形云模型计算各指标对各等级的隶属度,得到发电商隶属度评价向量;最后,将组合赋权与梯形云模型相结合按最大隶属度原则实现对发电商市场力的综合评价。算例分析验证该方法的可行性及有效性。

    Abstract:

    Aiming at the problem that the current market power evaluation of generators ignores the uncertainty and ambiguity of the index data, a comprehensive evaluation method of generators' market power based on the combined weighting and trapezoidal cloud model is proposed. Firstly, the method establishes the market power evaluation index system of power producers, and uses the combination weighting method to obtain the weights of each index. Then, the trapezoidal cloud model is utilized to calculate the membership degree of each index to each level, and the evaluation degree vector is obtained. Combining the combination weighting with the trapezoidal cloud model, the comprehensive evaluation of the power generation market power is realized according to the principle of maximum membership degree. The feasibility and accuracy of this method are verified by the case study.

    参考文献
    [1] 张永明,郭晨雨,何英静,等.开放售电市场环境下考虑DG和ILR的配电网双层规划[J].电力科学与技术学报,2020,35(3):107-113.ZHANG Yongming,GUO Chenyu,HE Yingjing,et al.Distribution network planning considering DG and ILR under the environment of power sales side liberalization[J].Journal of Electric Power Science and Technology,2020,35(3):107-113.
    [2] 代琼丹,邓昕,吴雪妍,等.能源互联网下综合能源服务商业模式综述[J].高压电器,2021,57(2):135-144.DAI Qiongdan,DENG Xin,WU Xueyan,et al.Overview on integrated energy service business model under energy internet[J].High Voltage Apparatus,2021,57(2):135-144.
    [3] 曹伟,叶桂南,周先哲,等.用电经济政策调整下电力市场交易发电侧报价研究[J].电网与清洁能源,2019,35(12):49-53.CAO Wei,YE Guinan,ZHOU Xianzhe et al.A study on the generation side bidding of electricity market transaction under the adjustment of electricity consumption policy[J].Power System and Clean Energy,2019,35(12):49-53.
    [4] 薛禹胜,徐群,辛耀中,等.加州电力危机的动态仿真和防御对策分析(一)模型的建立和定性分析[J].电力系统自动化,2004,28(7):24-29.XUE Yusheng,XU Qun,XIN Yaozhong,et al.Dynamic simulation and countermeasure analyses of California power crisis part one models and qualitative analyses[J].Automation of Electrical Power System,2004,28(7):24-29.
    [5] 高怡静,肖艳炜,杨朋朋,等.基于强化学习的电力市场信息披露程度对市场成员交易行为影响研究[J].智慧电力,2020,48(2):109-118.GAO Yijing,XIAO Yanwei,YANG Pengpeng et al.Influence of information disclosure on trading behavior in electricity market based on reinforcement learning[J].Smart Power,2020,48(2):109-118.
    [6] 陈政,张翔,马子明,等.引导电力供需长期有效均衡的容量市场设计[J].中国电力,2020,53(8):164-172.CHEN Zheng,ZHANG Xiang,MA Ziming,et al.Guide the long-term effective power supply and demand balance design capacity of the market[J].Elecric Power,2020,53(8):164-172.
    [7] Rahimi A F,Sheffrin A Y.Effective market monitoring in deregulated electricity markets[J].IEEE Transactions on Power Systems,2003,18(2):486-493.
    [8] 陈青,杨骏伟,黄远明,等.国外电力市场中市场力监测与缓解机制综述[J].南方电网技术,2018,12(12):10-15.CHEN Qing,YANG Junwei,HUANG Yuanming,et al.Surveillance indicates and evaluating system of electricity market[J].Southern Power System Technology,2018,12(12):10-15.
    [9] 李东东,段维伊,周波,等.基于主成分分析的电力市场供应侧主体竞争潜力指数研究[J].电力系统保护与控制,2020,48(19):1-8.LI Dongdong,DUAN Weiyi,ZHOU Bo,et al.Competitive potential index of the supply side of the market entity based on principal component analysis[J].Power System Protection and Control,2020,48(19):1-8.
    [10] 杨力俊,郭联哲,谭忠富.几种发电商市场力评估指标的对比分析[J].电网技术,2005,29(2):2-7.YANG Lijun,GUO Lianzhe,TAN Zhongfu,et al.Comparative analysis of market power evaluation indexes of power generators[J].Power System Technology,2005,29(2):2-7.
    [11] 刘敦楠,陈雪青,何光宇,等.电力市场评价指标体系的原理和构建方法[J].电力系统自动化,2005,29(23):2-7.LIU Dunnan,CHEN Xueqing,HE Guangyu,et al.The principle and construction method of power market evaluation system[J].Automation of Electrical Power System,2005,29(23):2-7.
    [12] 张秀文,王林,宋仁杰,等.基于云模型的配电网综合评价方法[J].计算机工程与设计,2018,39(7):2096-2101.ZHANG Xiuwen,WANG Lin,SONG Renjie,et al.Comprehensive evaluation method of distribution network based on cloud model[J].Computer Engineering and Design,2018,39(7):2096-2101.
    [13] 周永林,王磊.基于云模型理论的多层次模糊综合评价法[J].计算机仿真,2016,33(12):390-395.ZHOU Yonglin,WANG Lei.Multi level fuzzy comprehensive evaluation method based on cloud model theory[J].Computer Simulation,2016,33(12):390-395.
    [14] 门业堃,钱梦迪,于钊,等.基于博弈论组合赋权的电力设备供应商模糊综合评价[J].电力系统保护与控制,2020,48(21):179-186.MEN Yekun,QIAN Mengdi,Yu Zhao,et al.Fuzzy comprehensive evaluation of power equipment suppliers based ongame theory and combination weighting[J].Power System Protection and Control,2020,48(21):179-186.
    [15] 刘敦楠,张潜,李霄彤,等.基于云模型和模糊Petri网的电力市场潜在危害行为识别[J].电力系统自动化,2019,43(2):25-33.LIU Dunnan,ZHANG Qian,LI Xiaotong,et al.Based on cloud model and fuzzy Petri net to identify the potential harmful behaviors in power market[J].Automation of Electrical Power System,2019,43(2):25-33.
    [16] 李霄.我国电力市场力评价指标和方法研究[D].北京:华北电力大学,2017.
    [17] 陈仲伟,黄来,王逸超,等.基于全寿命周期理论的电网技术经济评价体系[J].电力科学与技术学报,2017,32(4):120-124.CHEN Zhongwei,HUANG Lai,WANG Yichao,et al.Technical economic evaluation system of power grid based on the whole-life-cycle theory[J].Journal of Electric Power Science And Technology,2017,32(4):120-124.
    [18] 黄宇翔,李绍金,刘乐平,等.基于优化组合赋权法的含分布式电源配电网规划设计[J].电力科学与技术学报,2012,27(4):40-45.HUANG Yuxiang,LI Shaojin,LIU Lepin,et al.Designing of distribution networks with distributed generation based on optimum combination weighting method[J].Journal of Electric Power Science And Technology,2012,27(4):40-45.
    [19] 唐俊熙,王梓耀,张俊潇,等.基于文化蚁群算法的高可靠多电源配电网规划模型[J].电力系统保护与控制,2020,48(7):99-107.TANG Junxi,WANG Ziyao,ZHANG Junxiao,et al.High reliability multi-power distribution network planning model based on memetic ant colony algorithm[J].Power System Protection and Control,2020,48(7):99-107.
    [20] 卢仁军,李然,王健,等.考虑需求侧响应的新能源接入下的配电网无功规划研究[J].电测与仪表,2020,57(6):46-51.LU Renjun,LI Ren,WANG Jian,et al.Reactive power planning of distribution network with renewable energy resourceconsidering demand response[J].Electrical Measurement & Instrumentation,2020,57(6):46-51.
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引用本文

刘军,王苗,严清心,等.基于组合赋权和梯形云模型的发电商市场力评价[J].电力科学与技术学报,2021,36(2):58-66.
Liu Jun, Wang Miao, Yan Qingxin, et al. Market power evaluation of generators based on combination weighting and trapezoidal cloud model[J]. Journal of Electric Power Science and Technology,2021,36(2):58-66.

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