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Intelligent identification method and device for type and working state of electric appliance

A technology of working status and intelligent identification, which is applied in the computer field, can solve the problems of incapable of high-performance monitoring of electrical appliances, incapable of fine identification of electrical appliances, incapable of electrical identification, etc., and achieve the effects of reducing electricity accidents, improving portability, and improving training speed

Pending Publication Date: 2020-06-19
李斌
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The existing technology cannot perform fine identification of electrical appliances connected to the circuit, nor can it perform high-performance monitoring of electrical appliances, resulting in frequent occurrence of electrical accidents, and the existing identification scheme for electrical appliances has been fixed, and it is impossible to intelligently monitor electrical appliances. To identify

Method used

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  • Intelligent identification method and device for type and working state of electric appliance
  • Intelligent identification method and device for type and working state of electric appliance
  • Intelligent identification method and device for type and working state of electric appliance

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Embodiment Construction

[0040] The specific embodiments of the present invention will be further described below in conjunction with the accompanying drawings. The following examples are only used to illustrate the technical solution of the present invention more clearly, but not to limit the protection scope of the present invention.

[0041] figure 1 It shows a schematic flow chart of an intelligent identification method for electrical appliance types and their working states provided by this embodiment, including:

[0042] S101. Determine a time-electric power two-dimensional image of the target electrical appliance according to a time-varying electrical power curve of the target electrical appliance.

[0043] In the embodiment of the present invention, the target electrical appliance is an electrical appliance whose type and working state are to be identified. The target electrical appliance will generate a power consumption curve that changes with time during operation, such as figure 2 left...

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Abstract

The embodiment of the invention discloses an intelligent identification method and device for the type and working state of an electric appliance, and the method comprises the steps: determining a time-electric power two-dimensional image of a target electric appliance according to a time-varying electric power curve of the target electric appliance; and identifying the type and the working stateof the target electric appliance according to the time-electric power two-dimensional image and a preset convolutional neural network. According to the embodiment of the invention, the method comprises the steps: determining a time-power two-dimensional image of an electric appliance according to a time-varying power curve of the electric appliance; and the type and the working state of the electric appliance are identified according to the time-electric power two-dimensional image and a preset convolutional neural network. According to the method for intelligently identifying the type and theworking state of the electric appliance by utilizing deep learning, manual participation is not needed, a large amount of labor cost is saved, and power utilization accidents are reduced.

Description

technical field [0001] The invention relates to the field of computer technology, in particular to an intelligent identification method and device for electrical appliances and their working states. Background technique [0002] With the improvement of people's living standards, electrical appliances have entered people's daily life, bringing a lot of convenience to people's daily life, and changing people's living habits day by day. The use of electrical appliances has brought people a healthy living and working environment. [0003] However, in recent years, with the popularization and use of electrical appliances, the safety problems of electricity use have become more and more prominent, for example, artificial electric shocks, electrical fires, etc. Electricity safety has been paid more and more attention by people. The existing technology cannot perform fine identification of electrical appliances connected to the circuit, nor can it perform high-performance monitori...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06N3/04G06N3/08
CPCG06N3/08G06N3/045G06F2218/00
Inventor 李斌
Owner 李斌
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