Transformer fault prediction method and device, terminal and readable storage medium

A technology of transformer fault and prediction method, which is applied in the direction of measuring devices, instruments, measuring electricity, etc., can solve the problems of inaccurate prediction of transformer faults and so on.

Inactive Publication Date: 2018-06-12
GLOBAL ENERGY INTERCONNECTION RES INST CO LTD +1
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Problems solved by technology

[0004] Therefore, the technical problem to be solved by the present invention is to overcom

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  • Transformer fault prediction method and device, terminal and readable storage medium
  • Transformer fault prediction method and device, terminal and readable storage medium
  • Transformer fault prediction method and device, terminal and readable storage medium

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Embodiment Construction

[0030] The technical solutions of the present invention will be clearly and completely described below in conjunction with the accompanying drawings. Apparently, the described embodiments are some 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.

[0031] In the description of the present invention, it should be noted that the terms "center", "upper", "lower", "left", "right", "vertical", "horizontal", "inner", "outer" etc. The indicated orientation or positional relationship is based on the orientation or positional relationship shown in the drawings, and is only for the convenience of describing the present invention and simplifying the description, rather than indicating or implying that the referred device or element must have a specific orientation, ...

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Abstract

The invention provides a transformer fault prediction method and device, a terminal and a readable storage medium. The transformer fault prediction method comprises the steps of building a concentration prediction model of a characteristic gas according to collected historical concentration and historical electrical parameters of the characteristic gas dissolved in the transformer oil; processingthe collected current concentration and current electrical parameters of the characteristic gas by using the concentration prediction model to obtain the concentration of the characteristic gas at thenext moment; and performing fault prediction according to the concentration of the characteristic gas at the next moment to obtain the predicted fault type. According to the fault prediction method,the association relations between oil-soluble gases and between an oil-soluble gas and other electrical parameters are firstly analyzed, then the concentration prediction model of each oil-soluble gasbased on the other gases and the electrical parameters is built, the oil-soluble gas concentration of a transformer at any moment in the future is predicted according to the concentration predictionmodel, fault prediction is performed according to the oil-soluble gas concentration, and the accuracy of transformer fault prediction is improved.

Description

technical field [0001] The invention relates to the field of substation equipment monitoring, in particular to a transformer failure prediction method, device, terminal and readable storage medium. Background technique [0002] With the continuous expansion of the grid capacity, the power transformer, as one of the core equipment of the power system, undertakes the important functions of connecting lines of different voltage levels, voltage conversion and power distribution. However, due to the potential defects and accidents faced by transformers in the process of manufacturing, process, transportation, installation and use, as well as various physical field stresses during operation, power transformers will inevitably fail under normal aging and abnormal operating conditions. All kinds of failures will lead to interruption of power supply, affecting normal industrial production, daily life, social order, etc., causing huge economic losses. Therefore, for the safe operatio...

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Application Information

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IPC IPC(8): G01R31/00
Inventor 陈其鹏饶玮郑晓崑周爱华胡斌梁潇
Owner GLOBAL ENERGY INTERCONNECTION RES INST CO LTD
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