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Equipment fault prediction method and device, equipment fault prediction platform and medium

A technology for equipment failure and failure prediction, applied in electrical testing/monitoring, testing/monitoring control systems, instruments, etc., can solve problems such as insufficient maintenance, excessive maintenance, maintenance failures, etc., and achieve the effect of avoiding insufficient maintenance

Active Publication Date: 2021-09-07
西安力传智能技术有限公司
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  • Abstract
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  • Claims
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Problems solved by technology

However, this method has the phenomenon of "under-maintenance", "over-maintenance" or "maintenance failure"

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  • Equipment fault prediction method and device, equipment fault prediction platform and medium
  • Equipment fault prediction method and device, equipment fault prediction platform and medium
  • Equipment fault prediction method and device, equipment fault prediction platform and medium

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Embodiment Construction

[0059] In order to make the purposes, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments It is a part of the embodiments of this application, not all of them.

[0060]Accordingly, the following detailed description of the embodiments of the application, which are provided in the accompanying drawings, is not intended to limit the scope of the claimed invention, but merely represents selected embodiments of the application. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of this application.

[0061] It should be noted that like numerals and letters denote similar items in the followin...

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Abstract

The invention provides an equipment fault prediction method and device, an equipment fault prediction platform and a medium, and relates to the technical field of fault prediction. The method comprises the following steps: acquiring a state data set of target equipment, wherein the state data set comprises state data of multiple dimensions of the target equipment; analyzing and processing the state data of each dimension in the state data set, and constructing a characteristic vector; and inputting the characteristic vector into a pre-trained fault prediction model to obtain the fault type of the target equipment output by the fault prediction model. By applying the embodiment of the invention, the fault type of the equipment can be predicted in advance, so that the phenomena of insufficient maintenance, excessive maintenance or maintainability fault are avoided.

Description

technical field [0001] The present application relates to the technical field of failure prediction, and in particular, to an equipment failure prediction method, device, equipment failure prediction platform and medium. Background technique [0002] Equipment testing and maintenance is an important topic at present, and it is also an urgent problem to be solved in the intelligent manufacturing industry, and equipment fault diagnosis is a prerequisite for realizing predictive maintenance. [0003] At present, the time is mainly used as the dimension, and the equipment is regularly tested to ensure the long-term stable operation of the equipment. However, this method has the phenomenon of "under-maintenance", "over-maintenance" or "maintenance failure". Contents of the invention [0004] The purpose of this application is to provide an equipment failure prediction method, device, equipment failure prediction platform and medium for the deficiencies in the above-mentioned p...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G05B23/02
CPCG05B23/0243G05B2219/24065
Inventor 王斌
Owner 西安力传智能技术有限公司
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