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Power grid fault diagnosis method based on multi-variate power grid database

A power grid fault diagnosis method technology, applied in the direction of database model, electrical digital data processing, structured data retrieval, etc., can solve the problems that cannot meet the needs of power grid fault diagnosis, so as to facilitate large-scale promotion and use, and improve accuracy , Reduce the effect of false alarm rate

Active Publication Date: 2019-04-12
STATE GRID SHAANXI ELECTRIC POWER RES INST +3
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  • Application Information

AI Technical Summary

Problems solved by technology

The grid scale is getting bigger and bigger, and various energy structures are becoming more and more complex. The traditional fault diagnosis function based on a single data source can no longer meet the needs of grid fault diagnosis. A new grid fault diagnosis method is urgently needed.

Method used

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  • Power grid fault diagnosis method based on multi-variate power grid database
  • Power grid fault diagnosis method based on multi-variate power grid database
  • Power grid fault diagnosis method based on multi-variate power grid database

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Embodiment Construction

[0032] The present invention will be described in further detail below in conjunction with the accompanying drawings and specific embodiments. Apparently, the described embodiments are part of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0033] see figure 1 and figure 2 , a kind of grid fault diagnosis method based on multi-element grid database of the present invention, realizes according to the following steps:

[0034] Step 1. Extract fault data from the database, and establish a fault sample training feature matrix; each fault category in the fault sample training feature matrix is ​​in one-to-one correspondence with its sample feature data.

[0035] Step 1 specifically includes:

[0036] In the multi-element power grid, the fault data is ext...

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Abstract

The invention discloses a power grid fault diagnosis method based on a multi-variate power grid database. The power grid fault diagnosis method based on the multi-variate power grid database comprisesthe following steps that fault data of a multi-element power grid are acquired, and a fault sample training characteristic matrix is established according to the fault data; a sparse coefficient x isobtained through test data Y to be diagnosed obtained by the minimum norm constraint; and according to the sparse coefficient x, test sample data are obtained, the minimum residual between the obtained test sample data and each fault sample characteristic data in the fault sample training characteristic matrix is obtained by calculation, comparing is carried out to obtain a minimum value of the minimum residual, a fault category is determined, and the power grid fault diagnosis is completed. According to the power grid fault diagnosis method, the accuracy of fault diagnosis can be improved, and the fault false alarm rate is reduced.

Description

technical field [0001] The invention belongs to the technical field of multiple grid fault diagnosis, and in particular relates to a grid fault diagnosis method based on a multiple grid database. Background technique [0002] Energy conservation and emission reduction is a common challenge and an important issue facing the world. The Chinese government attaches great importance to energy conservation and emission reduction in the power industry, and proposes to implement energy-saving power generation dispatching in the power field to improve energy efficiency in the power industry, reduce environmental pollution, and promote energy conservation. and power structure adjustment, wind power and photovoltaics are the most mature intermittent energy utilization methods. Northwest is a key development area for new energy power generation. With the rapid development of wind power, photovoltaic and other new energy power generation in Northwest Power Grid, the power structure has u...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G01R31/00G01R31/02G06F16/2458G06F16/28
CPCG01R31/00G01R31/50
Inventor 吴子豪解振学王永庆王磊黑新宏王若谷魏昊焜尚渭萍张燕平师鹏李明田刚旗李华李广万天虎白欢周艺环张小平王辰曦唐露甜李高阳杜楠梁勇赵嘉刘桐
Owner STATE GRID SHAANXI ELECTRIC POWER RES INST
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