基于PID神经网络解耦控制的变风量空调系统
Variable-Air-Volume Air-Conditioning System Based on PID-ANN Decoupling Control Technology
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摘要: 为了消除变风量空调系统各回路之间存在的耦合,以便对该系统进行有效控制,建立了变风量空调机组 部分变频器-风机-静压回路和新风阀-CO2气体体积含量回路的动态模型,提出用PID(比例-积分-微分)神经网 络解耦控制方法消除这2个回路之间的耦合.实际运行结果表明,PID神经网络解耦控制技术可以有效地对变 风量空调系统中2个回路进行解耦控制.Abstract: A dynamic model for a transducer-electromotor-pressure loop and a fresh air valve-CO2 volume content loop was established in order to eliminate the coupling of each loop in a variable-air- volume (VAV) air-conditioning system and effectively control the system. In addition, decoupling control technology based on the PID (proportion-integral-differential) ANN (artificial neural network) was used to eliminate the coupling between the two loops. Its operation condition shows that the decoupling control technology based on the PID ANN is feasible to the decoupling control of the two loops in a VAV air-conditioning system.
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Key words:
- PID ANN /
- VAV air-conditioning system /
- decoupling control technology
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