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基于 CAPSO-BPNN 的计量装置运行状态预警方法

陈通 付峰 王军 陈霜

电测与仪表2016,Vol.53Issue(17):65-70,6.
电测与仪表2016,Vol.53Issue(17):65-70,6.

基于 CAPSO-BPNN 的计量装置运行状态预警方法

A forewarning method for running state of metering device based on CAPSO-BPNN

陈通 1付峰 2王军 2陈霜1

作者信息

  • 1. 河海大学能源与电气学院,南京211100
  • 2. 国电南瑞科技股份有限公司,南京211106
  • 折叠

摘要

Abstract

In this paper , different indexes which can reflect the running state of all kinds of electric energy metering devices are selected to establish the comprehensive evaluation index system .The multi-level fuzzy comprehensive eval-uation method is adopted to evaluate the running state .On the basis of state evaluation score , the CAPSO-BPNN fore-warning model is built to forecast its future running state evaluation score .Afterwards, the state alarm is raised with reference of evaluation standard .The proposed forewarning method is introduced in detail in combination with concrete numerical examples .The case results verify that the method has certain feasibility and can provide theoretical refer-ence basis for the forewarning technology on running state of electric energy metering device .

关键词

电能计量装置/多层次模糊综合评价法/状态评价/CAPSO算法/BP神经网络/状态预警

Key words

electric energy metering device/multi-level fuzzy comprehensive evaluation method/state evaluation/CAPSO algorithm/BP neural network/state forewarning

分类

信息技术与安全科学

引用本文复制引用

陈通,付峰,王军,陈霜..基于 CAPSO-BPNN 的计量装置运行状态预警方法[J].电测与仪表,2016,53(17):65-70,6.

基金项目

国家电网公司科技项目 ()

电测与仪表

OA北大核心

1001-1390

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