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基于模糊自整定的分数阶有源干扰抑制控制用于精密稳定平台

Fractional-Order Active Disturbance Rejection Control with Fuzzy Self-Tuning for Precision Stabilized Platform.

作者信息

Zhao Jianjian, Zhao Tao, Liu Nian

机构信息

College of Electrical Engineering, Sichuan University, Chengdu 610065, China.

出版信息

Entropy (Basel). 2022 Nov 17;24(11):1681. doi: 10.3390/e24111681.

Abstract

In this paper, a novel fractional-order active disturbance rejection control with fuzzy self-tuning method (FSFOADRC) is proposed for photoelectric tracking system (PTS). Firstly, aiming at the internal uncertainty of PTS and external disturbance, a fraction-order extended state observer (FOESO) is designed, and the FOESO can transform the plant into a simple form, which greatly simplifies the mathematical model. Secondly, a fuzzy regulator is applied to the proportion-differentiation controller (PD), increasing the flexibility and adaptivity of the controller. In addition, the stability of the whole control system can be guaranteed. Eventually, numerical comparative simulations are implemented to verify the feasibility and superiority of the proposed method. Compared with the integral-order active disturbance rejection control (IOADRC), fractional-order active disturbance rejection control (FOADRC) without the fuzzy regulator and proportion-integration-differentiation (PID) controller, the proposed method performs better with faster response, smaller overshoot, and stronger disturbance suppression capability.

摘要

本文针对光电跟踪系统(PTS)提出了一种基于模糊自整定方法的新型分数阶自抗扰控制(FSFOADRC)。首先,针对PTS的内部不确定性和外部干扰,设计了分数阶扩张状态观测器(FOESO),该观测器可将被控对象转化为简单形式,极大地简化了数学模型。其次,将模糊调节器应用于比例微分控制器(PD),提高了控制器的灵活性和适应性。此外,还能保证整个控制系统的稳定性。最后,通过数值对比仿真验证了所提方法的可行性和优越性。与整数阶自抗扰控制(IOADRC)、无模糊调节器的分数阶自抗扰控制(FOADRC)以及比例积分微分(PID)控制器相比,所提方法具有响应速度更快、超调量更小和干扰抑制能力更强的优势。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e21f/9689549/d2ee87e6611a/entropy-24-01681-g001.jpg

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