Fault diagnosis method and device and computer equipment

A technology for diagnosing equipment and fault diagnosis, applied in the computer field, can solve problems such as high labor costs, high operator requirements, and inability to detect equipment failures in time, so as to improve timeliness and efficiency and reduce labor costs.

Active Publication Date: 2018-06-22
NEUSOFT CORP
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0003] The existing fault diagnosis methods usually analyze the fault codes reported by the equipment after the fault occurs, so as to perform fault diagnosis and take corresponding measures according to the diagnosis results. In thi

Method used

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  • Fault diagnosis method and device and computer equipment
  • Fault diagnosis method and device and computer equipment
  • Fault diagnosis method and device and computer equipment

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Embodiment Construction

[0060] Embodiments of the present invention are described in detail below, examples of which are shown in the drawings, wherein the same or similar reference numerals designate the same or similar elements or elements having the same or similar functions throughout. The embodiments described below by referring to the figures are exemplary and are intended to explain the present invention and should not be construed as limiting the present invention.

[0061] Specifically, each embodiment of the present invention aims at the existing fault diagnosis method, usually after the fault occurs, the fault code reported by the device is analyzed, so as to perform fault diagnosis, and take corresponding measures according to the diagnosis result. In this way, Failure to detect equipment failures in time, low efficiency and poor reliability of fault diagnosis, and the diagnosis process requires professional technicians to operate, high requirements for operators, high labor costs, and poo...

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Abstract

The invention discloses a fault diagnosis method and device and computer equipment. The method comprises the following steps of: obtaining first operation data of to-be-diagnosed equipment, wherein the first operation data comprise detection data, in a continuous time period, of each sensor in the to-be-diagnosed equipment; and processing the first operation data by utilizing a trained convolutional neural network so as to obtain a fault type, a fault position and a fault time of the to-be-diagnosed equipment. According to the method, fault diagnosis is carried out according to operation dataof the to-be-diagnosed equipment during the operation of the to-be-diagnosed equipment, so that the timeliness and efficiency of the fault diagnosis are improved; and in the diagnosis process, specialtechnicians are not required to carry out operations, so that the labor cost is reduced.

Description

technical field [0001] The invention relates to the technical field of computers, in particular to a fault diagnosis method, device and computer equipment. Background technique [0002] With the development of science and technology, electric power, electronics and other equipment are more and more widely used, and they occupy an increasingly important position in people's life, study and work. If the equipment fails, it will cause serious damage to people's normal work, study or life. huge impact. Therefore, it is of great significance to carry out fault diagnosis on equipment. [0003] The existing fault diagnosis methods usually analyze the fault codes reported by the equipment after the fault occurs, so as to perform fault diagnosis and take corresponding measures according to the diagnosis results. In this way, the equipment fault cannot be found in time, and the fault diagnosis The efficiency is low, and the diagnosis process requires professional technicians to oper...

Claims

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Application Information

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IPC IPC(8): G06F11/34G06N3/04
CPCG06F11/3452G06N3/045
Inventor 郝群陈龙江泽浩
Owner NEUSOFT CORP
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