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Equipment operation state analysis method and device based on big data, equipment and medium

A technology of equipment operation and analysis method, applied in the field of data processing, can solve problems such as low efficiency of equipment operation status analysis, inability to early warning of equipment operation status, etc., to achieve the effect of improving efficiency and accuracy, reducing data redundancy, and reducing the amount of analysis

Pending Publication Date: 2020-11-17
PINGAN INT SMART CITY TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0003] However, at present, the means of analyzing the operating status of electronic equipment in the market are mostly: the operating status of the equipment is monitored by means of manual monitoring instruments.

Method used

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  • Equipment operation state analysis method and device based on big data, equipment and medium
  • Equipment operation state analysis method and device based on big data, equipment and medium
  • Equipment operation state analysis method and device based on big data, equipment and medium

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Experimental program
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Effect test

specific Embodiment approach

[0159] In detail, the specific implementation of each module of the device operating condition analysis device based on big data is as follows:

[0160] The data acquisition module 101 is configured to acquire the operation data set of the equipment.

[0161] In the embodiment of the present invention, the operating data set is the operating data set of the equipment, including but not limited to: the normal operating speed of the equipment, the normal bearing weight of the equipment, the operating speed when the equipment fails, the bearing weight when the equipment fails, and the current load of the equipment. Various operating data generated during operation.

[0162] For example, the device is an elevator, and the operating data set includes but not limited to: the normal operating speed of the elevator, the normal bearing weight of the elevator, the operating speed when the elevator fails, the bearing weight when the elevator fails, and various parameters generated during...

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Abstract

The invention relates to a data processing technology, and discloses a big data-based equipment operation condition analysis method, which comprises the steps of obtaining an operation data set of equipment and performing data cleaning to obtain a cleaning data set; extracting operation characteristic data of the cleaning data set to obtain an operation characteristic data set; calculating an operation characteristic value of the operation characteristic data set; when the operation characteristic value is within a preset alarm threshold interval, pushing an alarm state; when the operation characteristic value is greater than the upper limit of the alarm threshold interval, judging the fault type of the equipment according to the operation characteristic data set; and querying a fault solution corresponding to the fault type, and pushing the fault type and the fault solution. The running state can be stored in a block chain. The invention further provides a big data-based equipment operation condition analysis device, electronic equipment and a computer readable storage medium According to the invention, early warning can be carried out on the equipment operation state in advance and the equipment operation state analysis efficiency is improved.

Description

technical field [0001] The present invention relates to the technical field of data processing, and in particular to a big data-based equipment operation status analysis method, device, electronic equipment and computer-readable storage medium. Background technique [0002] With the development of science and technology, people use a large number of electronic devices in their daily life to improve the quality of life or the efficiency of doing things. However, due to the limitations of current technology, there may be some safety hazards when using devices, such as elevators getting stuck, electronic automatic Doors won't open etc. Therefore, it is necessary to analyze the operation status of the electronic equipment, such as normal operation or abnormal operation. [0003] However, most of the methods for analyzing the operating status of electronic equipment in the market are: monitoring the operating status of the equipment by manual monitoring instruments, etc. This me...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/215G06F16/903G06F16/906G06K9/62
CPCG06F16/215G06F16/903G06F16/906G06F18/214
Inventor 陈于辉
Owner PINGAN INT SMART CITY TECH CO LTD
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