中国电力 ›› 2022, Vol. 55 ›› Issue (8): 151-156,164.DOI: 10.11930/j.issn.1004-9649.202110021

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计及源荷不确定性的配电网综合节能潜力评估方法

杨作祥, 王晶晶, 吴江, 唐莎莎, 侯斌   

  1. 重庆涪陵电力实业股份有限公司,重庆 408000
  • 收稿日期:2021-10-13 修回日期:2022-07-01 出版日期:2022-08-28 发布日期:2022-08-18
  • 作者简介:杨作祥(1965—),男,工程师,从事配电网节能优化技术研究,E-mail:550705014@qq.com;王晶晶(1992—),女,通信作者,工程师,从事配电网节能优化技术研究,E-mail:1412208227@qq.com
  • 基金资助:
    国家自然科学基金资助项目(5177070970)。

Assessment Method of Comprehensive Energy Saving Potential of Distribution Network Considering Source-load Power Uncertainty

YANG Zuoxiang, WANG Jingjing, WU Jiang, TANG Shasha, HOU Bin   

  1. Chong Qing Fuling Electric Power Industrial Co., Ltd., Chongqing 408000, China
  • Received:2021-10-13 Revised:2022-07-01 Online:2022-08-28 Published:2022-08-18
  • Supported by:
    This work is supported by National Natural Science Foundation of China (No.5177070970)

摘要: 为实现对有源配电网节能潜力的有效评估,研究配电网节能改造方案的评估方法。利用K均值聚类方法进行配电网典型场景提取,采用前推回代法进行典型场景下潮流计算。根据潮流计算结果制定节能改造方案。构建含有多个指标的综合节能潜力评估指标体系,提出了具有混合决策模型的综合评估方法。通过仿真算例验证了所提方法的有效性。

关键词: 分布式电源, 功率不确定性, K-means聚类方法, 节能潜力评估

Abstract: In order to effectively evaluate the energy-saving potential of active distribution network, the evaluation method of energy-saving transformation scheme of distribution network is studied.The K-means clus-tering method is employed to extract typical scenarios of distribution network, and the forward push back method is used to calculate the power flow in typical scenarios, then energy-saving transformation schemes are for-mulated according to the power flow calculation results.A comprehensive energy-saving potential evaluation index system with multiple indexes is constructed, and a comprehensive evaluation method with hybrid decision-making model is proposed. The effectiveness of the proposed method is verified by a simulation example.

Key words: distributed generation, output power uncertainty, K-means clustering method, energy saving potential evaluation