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AI-based adaptive variable pressure difference control method for air conditioning variable flow water system

A control method and variable flow technology, applied in heating and ventilation control systems, heating and ventilation safety systems, special data processing applications, etc. Fixed value oscillation and other problems, to achieve the effect of optimizing the water supply temperature, improving the accuracy, and increasing the opening degree

Active Publication Date: 2021-08-24
CHONGQING UNIV
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AI Technical Summary

Problems solved by technology

Since the valve opening signal has a certain delay and is easy to fluctuate, it is easy to cause inaccurate control and oscillation of the differential pressure setting value
[0020] Therefore, due to the inaccurate control of the variable pressure difference control that has been studied so far, it will cause undercurrent at the end, and the control is complicated and other problems have not yet been promoted.

Method used

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  • AI-based adaptive variable pressure difference control method for air conditioning variable flow water system
  • AI-based adaptive variable pressure difference control method for air conditioning variable flow water system
  • AI-based adaptive variable pressure difference control method for air conditioning variable flow water system

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Embodiment Construction

[0058] The present invention will be further described in detail below in combination with specific embodiments.

[0059] For specific implementation: see Figure 1-Figure 4 , an AI-based adaptive variable pressure difference control method for an air-conditioning variable flow water system, comprising the following steps: a. Use AI technology to predict the load of each terminal equipment in real time, and obtain the real-time forecasted value of each terminal load; b. According to the historical data and design parameters of terminal equipment operation, the maximum temperature difference between supply and return water for safe and stable operation of each terminal equipment is obtained, and then according to the predicted value of each terminal load, the instantaneous required flow rate of each terminal equipment is calculated; c the instantaneous required flow rate of each terminal equipment The flow rate is substituted into the pre-measured control differential pressure ...

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Abstract

The invention discloses an AI-based self-adaptive variable pressure difference control method for an air-conditioning variable flow water system, which is characterized in that it includes the following steps: Load forecast value; b Calculate the instantaneous required flow rate of each terminal equipment based on the predicted load value of each terminal and the maximum temperature difference between supply and return water for safe and stable operation of each terminal equipment; c Based on the pre-measured control pressure difference when all terminal valves are fully open ‑Corresponding database for each terminal flow, obtain multiple control differential pressure values ​​corresponding to different terminal equipment flow rates, and select the control differential pressure value with the largest value as the control differential pressure value for real-time control; dAccording to the control differential pressure value for real-time control The value and the real-time collected water supply and return pressure difference value are used to control the water pump controller so that the real-time collected supply and return water pressure difference value is close to the control pressure difference value. The present invention can more accurately meet terminal requirements, and has the advantages of simple, accurate, safe and stable control.

Description

technical field [0001] The invention relates to the field of HVAC automatic control, in particular to an AI-based adaptive variable pressure difference control method for an air-conditioning variable flow water system. Background technique [0002] In the central heating, ventilation and air conditioning of buildings, the air conditioning water system is usually used to transport cold and heat for indoor cooling and heating. With the development of social economy and the improvement of people's living standards, building energy consumption is getting higher and higher. In my country's building energy consumption, HVAC energy consumption occupies a relatively large proportion, accounting for about 30%-50%. 35% to 45% of the energy consumption of the air conditioner is consumed by the fans and pumps in the air conditioner water system. In this part of the energy consumption, more than 40% is consumed by various regulating valves. Therefore, it is of great significance to stud...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): F24F11/89F24F11/64G06F16/2458G06K9/62F24F110/12F24F110/22F24F110/32
CPCF24F11/89F24F11/64G06F16/2465F24F2110/12F24F2110/22F24F2110/32G06F18/24
Inventor 李楠冯松松周俊谢李杰蒋梦奇李昕桐
Owner CHONGQING UNIV
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