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Modeling and Generalized Predictive Control for Chilled Water in Central Air-conditioning System

机译:中央空调系统中冷冻水的建模与广义预测控制

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In this paper, the overall framework for chilled water system in heating, ventilation, and air-conditioning (HVAC) system was analyzed, then aiming at the chilled water system, the control loop in secondary pump frequency - pressure difference was identified and the Generalized Prediction Control (GPC) algorithm was designed and deployed for the strategy of fixed pressure difference control. The GPC algorithm adopts multi-step prediction, rolling optimization and feedback correction method to suit a wide range of process. Simulation and experimental results demonstrate that the designed GPC algorithm has obvious advantages in effectiveness and superior performance with strong tracking and anti-jamming capability, compared with conventional manually tuned PID control algorithm.
机译:本文分析了采暖,通风和空调(HVAC)系统中冷冻水系统的总体框架,然后针对冷冻水系统,确定了次级泵频率-压差的控制回路,并进行了总结。针对固定压差控制策略设计并部署了预测控制(GPC)算法。 GPC算法采用多步预测,滚动优化和反馈校正方法,以适应广泛的过程。仿真和实验结果表明,与传统的人工PID控制算法相比,所设计的GPC算法在有效性和性能上具有明显的优势,具有较强的跟踪和抗干扰能力。

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