A novel whale optimization smith predictor based on feedforward compensation for controlling wave rotor refrigeration process

Qi Li, Menghan Yang, Wei Ba, Fan Wang, Xiaopeng Hu
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Abstract

Aiming at the difficulty of temperature control and disturbance rejection control in wave rotor refrigeration process (WRRP), a novel whale optimization two‐degree‐of‐freedom (2DOF) Smith predictor based on feedforward compensation method (WO‐2DOFSP‐FC) is proposed. Firstly, the obtained test data of the WRRP are used for system identification and the approximate second‐order model with time‐delay is obtained by using the suboptimal reduction algorithm. This procedure also yields a first‐order model of the disturbance. Then, the whale optimization 2DOF Smith predictor based on feedforward compensation (2DOFSP‐FC) method is proposed. This proposed method improves the 2DOFSP and introduces feedforward compensation control to reduce the influence of the measurable disturbance on the temperature control system. In addition, the Whale Optimization Algorithm (WOA) is proposed to optimally tune the 2DOFSP‐FC controller parameters. Finally, the simulation results show that the proposed WO‐2DOFSP‐FC method can make the controlled system have good characteristics of both set value tracking and disturbance rejection.
一种基于前馈补偿的鲸鱼优化smith预测器用于控制波浪转子制冷过程
针对波浪转子制冷过程(WRRP)中温度控制和抗干扰控制的困难,提出了一种基于前馈补偿方法的鲸鱼优化二自由度Smith预测器(WO‐2DOFSP‐FC)。首先,将所获得的WRRP试验数据用于系统辨识,并利用次优约简算法得到具有时滞的二阶近似模型;这个过程也产生了扰动的一阶模型。然后,提出了基于前馈补偿的鲸鱼优化2DOF Smith预测器(2DOFSP‐FC)方法。该方法改进了2DOFSP,并引入前馈补偿控制,减小了可测扰动对温度控制系统的影响。此外,还提出了鲸鱼优化算法(Whale Optimization Algorithm, WOA)来优化2DOFSP - FC控制器参数。仿真结果表明,所提出的WO‐2DOFSP‐FC方法能使被控系统同时具有良好的设定值跟踪和抗干扰特性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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