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Title:
ENERGY CONSUMPTION MODEL TRAINING METHOD FOR AIR CONDITIONER AND AIR CONDITIONING SYSTEM CONTROL METHOD
Document Type and Number:
WIPO Patent Application WO/2021/063033
Kind Code:
A1
Abstract:
The present application relates to an energy consumption model training method for an air conditioning system, an air conditioning system control method and apparatus, a computer device, and a storage medium. The method comprises: respectively constructing energy consumption mechanism models of constituent devices according to input parameters and output parameters of the air conditioning system; training the energy consumption mechanism models on the basis of historical operation data; respectively constructing energy consumption models of the constituent devices; determining a control variable constraint and a state variable constraint of the air conditioning system; solving the optimum variables in the energy consumption models in a reasonable interval of a control variable by means of a genetic algorithm and a gradient optimization algorithm; and obtaining an air conditioning system control optimization policy.

Inventors:
TANG, Chao (4th Floor South Wing, High Technology Building No. 229 North 4th Ring Road, Haidian District, Beijing 3, CN)
HAN, Qi (4th Floor South Wing, High Technology Building No. 229 North 4th Ring Road, Haidian District, Beijing 3, CN)
YUAN, Deyu (4th Floor South Wing, High Technology Building No. 229 North 4th Ring Road, Haidian District, Beijing 3, CN)
Application Number:
CN2020/097223
Publication Date:
April 08, 2021
Filing Date:
June 19, 2020
Export Citation:
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Assignee:
BEIJING GRIDSUM TECHNOLOGY CO., LTD. (4th Floor South Wing, High Technology Building No. 229 North 4th Ring Road, Haidian District, Beijing 3, CN)
International Classes:
F24F11/00; F24F11/64; G06Q10/04; G06Q50/08; G06N5/00
Attorney, Agent or Firm:
KANGXIN PARTNERS, P.C. (Tower A Indo Building,A48 Zhichun Road, Haidian District, Beijing 8, CN)
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