Temperature prediction method, model training method and related device

A prediction method, temperature and humidity technology, applied in the field of artificial intelligence, can solve the problem of high cabinet temperature

Pending Publication Date: 2022-02-18
CHINA TELECOM CORP LTD
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AI Technical Summary

Problems solved by technology

[0002] There are usually cabinets of different heights in the computer room, and the temperature of these cabinets may be too high during work

Method used

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  • Temperature prediction method, model training method and related device
  • Temperature prediction method, model training method and related device
  • Temperature prediction method, model training method and related device

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Embodiment Construction

[0025] The following will clearly and completely describe the technical solutions in the embodiments of the present disclosure with reference to the accompanying drawings in the embodiments of the present disclosure. Apparently, the described embodiments are only some of the embodiments of the present disclosure, not all of them. The following description of at least one exemplary embodiment is merely illustrative in nature and in no way intended as any limitation of the disclosure, its application or uses. Based on the embodiments in the present disclosure, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present disclosure.

[0026] After research, the inventor found that the traditional method of obtaining the temperature of the air outlet of the cabinet needs to remodel the machine room. Because the temperature of the air inlet and outlet at different heights of the cabinet is different,...

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Abstract

The invention provides a temperature prediction method and device, a model training method and device, an electronic device and a computer readable storage medium, and relates to the technical field of artificial intelligence. The temperature prediction method comprises the steps of obtaining the air conditioner air outlet data, the server load data and the cold pool air inlet air volume data; inputting the air conditioner air outlet data into a pre-trained first machine learning model to obtain the cold pool air inlet temperature and humidity prediction data; and inputting the cold pool air inlet temperature and humidity prediction data, the server load data and the cold pool air inlet air volume data into a pre-trained second machine learning model to obtain the cabinet air outlet temperature prediction data. According to the invention, the cabinet air outlet temperature can be accurately predicted, so that the cabinet air outlet temperature can be conveniently and efficiently obtained in real time.

Description

technical field [0001] The present disclosure relates to the technical field of artificial intelligence, and in particular to a temperature prediction method and device, a model training method and device, electronic equipment, and a computer-readable storage medium. Background technique [0002] There are usually cabinets of different heights in the computer room, and the temperature of these cabinets may be too high during the working process. [0003] In order to detect whether the temperature of the cabinet is too high during operation, it is necessary to obtain the temperature of the air outlet of the cabinet. The traditional method of obtaining the temperature of the air outlet of the cabinet usually requires the deployment of temperature sensors or inspection robots in the computer room. Contents of the invention [0004] A technical problem to be solved by the present disclosure is how to obtain the temperature of the air outlet of the cabinet in real time, conven...

Claims

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Application Information

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IPC IPC(8): G06F30/27G06F119/08G06K9/62G06N20/00G01D21/02
CPCG06F30/27G06N20/00G01D21/02G06F2119/08G06F18/214
Inventor 袁祥枫曾宇杜民
Owner CHINA TELECOM CORP LTD
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