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Equipment failure prediction method, device, computer equipment and storage medium

A technology of equipment failure and prediction method, which is applied in the field of Internet of Things, can solve the problem of low efficiency of equipment failure prediction and achieve the effect of improving efficiency

Active Publication Date: 2021-04-13
深圳市通用互联科技有限责任公司
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] Based on this, it is necessary to provide an equipment failure prediction method, device, computer equipment and storage medium that can improve the efficiency of equipment failure prediction in view of the low efficiency of the above-mentioned technical equipment failure prediction

Method used

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  • Equipment failure prediction method, device, computer equipment and storage medium
  • Equipment failure prediction method, device, computer equipment and storage medium
  • Equipment failure prediction method, device, computer equipment and storage medium

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Embodiment Construction

[0029] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.

[0030] The equipment failure prediction method provided by this application can be applied to such as figure 1 shown in the application environment. The application environment includes a target device 102 , sensors within the target device, and a server 104 . Wherein, the target device 102 and the sensor may communicate in a wired or wireless manner, and the sensor is used to collect operating data of the target device 102 . The target device 102 communicates with the server 104 through the network through the internal sensor. The sensors can send the collected data to...

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Abstract

The present application relates to an equipment failure prediction method, device, computer equipment and storage medium. The method includes: obtaining the current operation data sequence corresponding to the target device, the current operation data sequence includes a plurality of operation data corresponding to the target device in the current time period, and the operation data in the operation data sequence are sorted according to the operation time; obtaining the reference operation data sequence The data sequence set, the reference operation data sequence set includes at least one of the operation data sequence corresponding to the equipment failure or the operation data sequence corresponding to the normal operation of the equipment; respectively calculate the current operation data sequence and the reference operation data sequence in each reference operation data sequence Distances form a target distance set; compare the target distance set with the distance threshold to obtain a comparison result, and obtain a fault prediction result corresponding to the target device according to the comparison result. The method can improve the efficiency of equipment failure prediction.

Description

technical field [0001] The present application relates to the technical field of the Internet of Things, and in particular to a device failure prediction method, device, computer device and storage medium. Background technique [0002] With the development of computer technology, the Internet of Things (IOT) technology has emerged. The Internet of Things is based on information sensing devices such as radio frequency identification, infrared sensors, global positioning systems or laser scanners. A network that connects devices to the Internet for information exchange and communication to realize intelligent identification, positioning, tracking, monitoring and management of devices. Since the devices in the Internet of Things may have faults, people need to perform fault detection on the devices in the Internet of Things. [0003] However, at present, the fault detection of devices in the Internet of Things is manually performed. When there are more and more devices in the ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F11/30G05B23/02
CPCG05B23/0213
Inventor 杨明
Owner 深圳市通用互联科技有限责任公司
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