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Analytical method of state running tendency of transmission and distribution equipment

A technology for power transmission and transformation equipment and trend analysis, applied in data processing applications, instruments, calculations, etc.

Active Publication Date: 2015-06-10
STATE GRID CORP OF CHINA +2
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0002] With the expansion of the grid scale and the increase in the number of power transmission and transformation equipment, users have continuously improved the reliability of power supply. A large amount of historical operation data of the monitoring system has not been effectively utilized. These data contain important information on the operation status of power transmission and transformation equipment, and its potential value needs to be developed urgently. Provide decision support for maintenance and maintenance, reduce the probability of abnormalities in power transmission and transformation equipment, and improve power supply reliability

Method used

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  • Analytical method of state running tendency of transmission and distribution equipment
  • Analytical method of state running tendency of transmission and distribution equipment
  • Analytical method of state running tendency of transmission and distribution equipment

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Embodiment Construction

[0057] The technical solutions in the present invention will be clearly and completely described below in conjunction with the accompanying drawings in the present invention.

[0058] figure 1 Shown is a schematic flow chart of the method for analyzing the state operation trend of power transmission and transformation equipment according to the present invention. The method for analyzing the state operation trend of power transmission and transformation equipment includes the following steps:

[0059] Step 1. Summarize the historical information of the operation status of the power transmission and transformation equipment in the production management system of a power company and the weather information of the weather monitoring system, select the attribute data recorded every 12 hours to establish the information model of the power transmission and transformation equipment, and the selected records Attribute data includes normal data and fault data. Attribute data involves e...

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Abstract

The invention provides an analytical method of the state running tendency of transmission and distribution equipment. The method comprises the following steps: step 1, building an information model of the transmission and distribution equipment; step 2, selecting operating characteristics of all parts of the equipment in the information model of the transmission and distribution equipment, building a state characteristic space of the transmission and distribution equipment; calculating dynamic deteriorative degree values corresponding to different operating characteristic parameters of all parts of the equipment, using a fuzzy comprehensive evaluation method of a variable weight to obtain an equipment operating state value, so as to obtain a historical operating state sample on a time sequence; step 3, taking the historical operating state sample of the equipment as an original training sample to carry out neural network training based on a PCA (Principal Component Analysis), so as to obtain a neural network model of the operating state tendency analysis of the transmission and distribution equipment. According to the analytical method provided by the invention, the equipment with better operating state can be discovered timely, the support can be provided for the formulation of a reasonable scheme of the daily maintenance and repair of the transmission and distribution equipment.

Description

technical field [0001] The invention relates to the technical field of informatization and intelligentization for daily maintenance and repair of power transmission and transformation equipment, in particular to a method for analyzing the status and operation trend of power transmission and transformation equipment. Background technique [0002] With the expansion of the grid scale and the increase in the number of power transmission and transformation equipment, users have continuously improved the reliability of power supply. A large amount of historical operation data of the monitoring system has not been effectively utilized. These data contain important information on the operation status of power transmission and transformation equipment, and its potential value needs to be developed urgently. Provide decision support for maintenance and maintenance, reduce the probability of abnormalities in power transmission and transformation equipment, and improve power supply rel...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q50/06
CPCG06Q10/0637G06Q50/06Y04S10/50
Inventor 陈孝明陈江平阮羚付明花黄俊杰谭波熊宇
Owner STATE GRID CORP OF CHINA
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