Method and device for intelligently detecting operation state of transformer for electronic and electric appliance

Abstract

The invention discloses a method and device for intelligently detecting the operation state of a transformer for electronic and electrical appliances, and the method comprises the steps: obtaining an equipment power information data set, an operation environment information data set and a vibration information data set of the transformer for electronic and electrical appliances; performing data fitting on the first electric power information data set, the first operation environment information data set and the first vibration information data set through a multivariate linear regression function to obtain a multivariate index linear regression function; obtaining a transformer operation state evaluation model according to a first cost function and the multivariate index linear regression function; and inputting the first electric power information, the first operation environment information and the first vibration information into the transformer operation state evaluation model to obtain a first transformer operation state result. The technical problems that in the prior art, transformer operation state detection is low in intelligent degree, monitoring and detection cannot be conducted in real time, the detection result is inaccurate, and the detection efficiency is low are solved.

Description

technical field [0001] The invention relates to the field of artificial intelligence, in particular to a method and a device for intelligently detecting the operating state of a transformer for electronic appliances. Background technique [0002] As the degree of automation of the power system is getting higher and higher, the requirements for the safe operation of the equipment are also getting higher and higher. Transformers play an important role in electrical equipment and wireless circuits. Therefore, the detection of the operating status of the transformer equipment directly affects the safe operation of the entire circuit system. [0003] However, in the process of realizing the technical solution of the invention in the embodiment of the present application, the inventor of the present application found that the above-mentioned technology has at least the following technical problems: [0004] In the prior art, the detection of transformer operating status is of low...

AI Technical Summary

Problems solved by technology

[0005] The embodiment of the present application provides a method and device for intelligent detection of the operating state of transformers used in electronic appliances, which solves the problem that the detection of transformer operating states in the prior art has a low degree of intelligence and cannot be monitored and detected in real time, resulting in inaccurate detection results and low detection efficiency. In order to achieve the real-time status monitoring of transformers with multiple factors and all aspects through artificial intelligence technology, the degree of intelligence is high, making the analysis results of transformer operating status more accurate and efficient, thus ensuring the technical effect of normal operation of transformers

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