Research and Application of Intelligent Diagnostic Method for Line Loss in Transformer Area Based on Data Mining Technology

ZHANG Lanyu; CHEN Yiyun; WU Hairu; WANG Jue; ZHONG Yongheng

English Version Reader LoginJournal Login

您当前的位置：

首页 >

文章列表页 >

Research and Application of Intelligent Diagnostic Method for Line Loss in Transformer Area Based on Data Mining Technology

更新时间：2025-11-18

- Research and Application of Intelligent Diagnostic Method for Line Loss in Transformer Area Based on Data Mining Technology
- Vol. 39, Issue 2, Pages: 16-20(2019)
- 作者机构：
  
  1. 国网湖南省电力有限公司长沙供电公司
  2. 国网湖南省电力有限公司电力科学研究院
- 作者简介：
- 基金信息：
- DOI：
  CLC： TM73;TP311.13
- Published：2019
- 稿件说明：
移动端阅览
[1]张蓝宇,陈艺云,吴海入,王珏,钟永恒.基于数据挖掘技术的台区线损智能诊断研究及应用[J].湖南电力,2019,39(02):16-20.

ZHANG Lanyu, CHEN Yiyun, WU Hairu, et al. Research and Application of Intelligent Diagnostic Method for Line Loss in Transformer Area Based on Data Mining Technology[J]. 2019, 39(2): 16-20.
[1]张蓝宇,陈艺云,吴海入,王珏,钟永恒.基于数据挖掘技术的台区线损智能诊断研究及应用[J].湖南电力,2019,39(02):16-20. DOI：

ZHANG Lanyu, CHEN Yiyun, WU Hairu, et al. Research and Application of Intelligent Diagnostic Method for Line Loss in Transformer Area Based on Data Mining Technology[J]. 2019, 39(2): 16-20. DOI：

摘要

本文围绕台区线损异常治理效率低、降损成效弱、异常监测难等问题

依托营销SG186系统、用电信息采集系统等海量数据

运用聚类算法和关联分析法

进行静态与动态数据的集成整合与优化

实现对台区数据信息的深度挖掘;通过搭建阶梯化线损管控模型、线损评估与智能诊析模型和线损治理配型库

开发台区线损"慧诊"助手开发应用

可实现"一台一策"台区线损管理的快速诊断决策与智能管控。

Abstract

The main problems of line loss management in transformer area are low efficiency of rectifying abnormal line loss

poor effect of reducing line loss

difficulty of monitoring

and so on. In order to solve these problems

this paper utilizes clustering algorithm and correlation analysis to integrate and optimize static and dynamic data obtained from SG186 system and power user electric energy data acquire system

which realizes data deep-mining. The line loss controlling ladder model

intelligent evaluation and diagnostic model of line loss

and line loss governance matching library are established. The assistant APP "Intelligent Diagnostic" is developed for line loss management

which realizes quick diagnosis and intelligent control of line loss in each transformer area.

关键词

Keywords

references

Views

233

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Design of value-added package based on enterprise and customers relationship from dual-perspectives

Design and Implementation of Operation State Analysis System of Hunan Power Grid

Optimization of Utility Boiler Soot-Blowing Strategy Based on Soot-Blower Sensitivity Analysis

Related Author

LIU Xiao-xiao1

GUO Xin-ze2

LI Xi1

TIAN Jian-wei1

XIANG Meng

ZUO Jian

XIE Xiaoqian

SHEN Yangwu

Related Institution

Hunan Electric Power Corporation Research Institute

Changsha Electric Power Technical College

State Grid Hunan Electric power Corporation Research Institute

State Grid Hunan Electric Power Corporation

Godian Hanchuan Power Generation Co.,Ltd.

AI问答

⁰