Refrigerator failure judgment method, server and computer-readable storage medium

Abstract

The invention discloses a refrigerator failure judgment method. The refrigerator includes a storage room, an evaporator, a first temperature sensor and a second temperature sensor. The judging method includes: obtaining the difference between a plurality of first temperature values ​​and a plurality of second temperature values ​​and a preset temperature value; Whether the ratio of refrigerant leakage faults is greater than a first preset ratio; and when the ratio of refrigerant leakage faults in the refrigerator is greater than the first preset ratio, it is determined that a refrigerant leakage fault occurs in the refrigerator. In addition, the invention also discloses a server and a computer-readable storage medium. The judging method, server and computer-readable storage medium of the present invention use a support vector machine classifier to judge whether there is a refrigerant leakage fault in the refrigerator, thereby helping maintenance engineers to understand the cause of the failure in advance, bringing all spare parts, and effectively improving the one-time door-to-door maintenance rate of maintenance engineers .

Description

technical field [0001] The invention relates to household electrical appliances, in particular to a method for judging refrigerator faults, a server and a computer-readable storage medium. Background technique [0002] At present, traditional refrigerators are already facing development bottlenecks. Problems such as lack of product technical standards, low consumer awareness in the market, high product prices, and poor experience restrict the development of traditional refrigerators. The growing new demands of users force the refrigerator industry to Intelligent transformation. When a household appliance breaks down, it will bring great inconvenience to people's daily life. With the rapid development of the home appliance industry, the home appliance repair industry has also made great progress, but there are still maintenance engineers who cannot know the cause of the failure in advance. Unable to bring all spare parts. Refrigerant leakage is a common fault in refrigerato...

AI Technical Summary

Problems solved by technology

[0002] At present, traditional refrigerators are already facing development bottlenecks. Problems such as lack of product technical standards, low consumer awareness in the market, high product prices, and poor experience restrict the development of traditional refrigerators. The growing new demands of users force the refrigerator industry to Intelligent direction transformation

When a household appliance breaks down, it will bring great inconvenience to people's daily life. With the rapid development of the home appliance industry, the home appliance repair industry has also made great progress, but there are still maintenance engineers who cannot know the cause of the failure in advance. Unable to bring spare parts

Refrigerant leakage is a common failure of refrigerators. Special tools such as spare parts welding torches and vacuum pumps are required to repair such failures. If the cause of the failure cannot be known in advance, a second visit is often required to reduce the successful repair rate of the first visit

[0003] Although the number of smart refrigerators is increasing rapidly at present, smart refrigerator products only have the function of uploading fixed types of fault codes, and cannot perform fault diagnosis, so that maintenance engineers can better understand the cause of the fault and complete a successful on-site repair.

At present, the application of fault diagnosis on home appliances only has fixed fault codes, which are limited to simple faults such as sensor faults and door opening timeouts. At present, there is no online detection method for refrigeration system faults, especially refrigerant leakage. Leak fault detection is valuable and necessary

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