Central air-conditioning energy-saving automatic control system

Abstract

The invention discloses an energy-saving automatic control system of a central air conditioner. The energy-saving automatic control system comprises a data acquisition module, a data preprocessing module, an enhanced learning model, an air-conditioner automatic regulation and control module and a manual control module. The data acquisition module is used for collecting environment data, operatingstate data of air conditioning mechanical equipment and setting parameter data of an air conditioning system to form collected data; the data preprocessing module is used for carrying out smoothing and normalization processing on the collected data acquired by the data acquisition module in sequence; the enhanced learning model is used for calculating the preprocessed environmental data and the running state data of the air conditioning mechanical equipment, the prediction setting parameter data of the air conditioning system are output, the preprocessed collected data are learned, and the parameters of the enhanced learning model are updated; the air conditioner automatic regulation and control module is used for passing through an OPC protocol, and the setting parameters of the air conditioning system are automatically adjusted according to the prediction setting parameter data output by the enhanced learning model; and the manual control module is used for providing a visual interface and an operational interface for a user, so that the operation condition of the air conditioning system can be conveniently monitored by the user, and the air conditioning system can be started orstopped according to the will.

Description

technical field [0001] The invention belongs to the field of mechanical automatic control, and in particular relates to a central air-conditioning energy-saving automatic control system. Background technique [0002] Central air conditioning is always an essential facility in buildings or public places. Whether it is a large shopping mall, a subway station or an office building, a central air conditioner is required to control the comfortable environment temperature and humidity of the human body. The setting of central air-conditioning is already essential, but central air-conditioning is often an important energy-consuming facility, and its power consumption often accounts for a considerable proportion in the entire building or public place. [0003] However, the traditional central air-conditioning control method is very extensive, the control is simple and the rules are rigid. For example, it is often encountered that the air conditioner is too cold or too hot. In ess...

AI Technical Summary

Problems solved by technology

However, reinforcement learning systems are often faced with a complex task, they often need to obtain the representation of the environment from high-dimensional sensor input, and try to adapt to the new environment through past experience

However, the instability of reinforcement learning training often limits the application of reinforcement learning in high-dimensional complex environments

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