基于层次动态灰色关联分析的配电网运行状态评价指标体系的构建与应用
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TM732

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山东省自然科学基金项目和国网山东省电力公司科技项目


Construction and Application of Distribution Network Operational Status Evaluation Index System Based on Hierarchical Dynamic Grey Correlation Analysis
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Project Supported by Natural Science Foundation of Shandong Province; State Grid Shandong Power Company Science and Technology Project

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    摘要:

    The current evaluation index of the distribution network is large, the index system is complex, the randomness is strong, and the information redundancy problem between indicators is highlighted. A method for constructing the evaluation index system based on hierarchical dynamic grey relational analysis is proposed. Firstly, find the initial index that affects the operating state of the distribution network. Then, through the proposed hierarchical dynamic gray correlation analysis method, the comprehensive correlation degree between the initial indicators is obtained, and the elements in the comprehensive correlation degree vector are dynamically filtered to select a more accurate evaluation. Indicators; then verify the validity and rationality of the post-screening evaluation indicators with the information contribution rate of the indicators, and establish a final evaluation index system. Finally, through the example analysis, the evaluation results obtained by the evaluation index system constructed in this paper are consistent with the actual operation of the distribution network, which proves the reliability and rationality of the constructed indicator system, which can provide effective guidance for the optimal operation of the distribution network.

    Abstract:

    The current evaluation index of the distribution network is large, the index system is complex, the randomness is strong, and the information redundancy problem between indicators is highlighted. A method for constructing the evaluation index system based on hierarchical dynamic grey relational analysis is proposed. Firstly, find the initial index that affects the operating state of the distribution network. Then, through the proposed hierarchical dynamic gray correlation analysis method, the comprehensive correlation degree between the initial indicators is obtained, and the elements in the comprehensive correlation degree vector are dynamically filtered to select a more accurate evaluation. Indicators; then verify the validity and rationality of the post-screening evaluation indicators with the information contribution rate of the indicators, and establish a final evaluation index system. Finally, through the example analysis, the evaluation results obtained by the evaluation index system constructed in this paper are consistent with the actual operation of the distribution network, which proves the reliability and rationality of the constructed indicator system, which can provide effective guidance for the optimal operation of the distribution network.

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葛诗涵,李立生,姜仁卓,等. 基于层次动态灰色关联分析的配电网运行状态评价指标体系的构建与应用[J]. 科学技术与工程, 2020, 20(23): 9393-9399.
geshihan, jiangrenzhuo, zhangshidong. Construction and Application of Distribution Network Operational Status Evaluation Index System Based on Hierarchical Dynamic Grey Correlation Analysis[J]. Science Technology and Engineering,2020,20(23):9393-9399.

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  • 收稿日期:2019-08-29
  • 最后修改日期:2020-05-03
  • 录用日期:2020-02-08
  • 在线发布日期: 2020-09-04
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