控制理论(社会学)
自抗扰控制
国家观察员
数学
扰动(地质)
内环
计算机科学
理论(学习稳定性)
带宽(计算)
非线性系统
控制(管理)
人工智能
控制器(灌溉)
电信
物理
机器学习
古生物学
生物
量子力学
农学
作者
Wameedh Riyadh Abdul‐Adheem,Ibraheem Kasim Ibraheem,Ibraheem Kasim Ibraheem,Amjad J. Humaidi
出处
期刊:Applied sciences
[Multidisciplinary Digital Publishing Institute]
日期:2020-06-12
卷期号:10 (12): 4069-4069
被引量:35
摘要
In this paper, a Novel Active Disturbance Rejection Control (N-ADRC) strategy is proposed that replaces the Linear Extended State Observer (LESO) used in Conventional ADRC (C-ADRC) with a nested LESO. In the nested LESO, the inner-loop LESO actively estimates and eliminates the generalized disturbance. Increasing the bandwidth improves the estimation accuracy which may tolerate noise and conflict with H/W limitations and the sampling frequency of the system. Therefore, an alternative scenario is offered without increasing the bandwidth of the inner-loop LESO provided that the rate of change of the generalized disturbance estimation error is upper bounded. This was achieved by the placing of an outer-loop LESO in parallel with the inner one that estimates and eliminates the remaining generalized disturbance originating from the inner-loop LESO due to bandwidth limitations. The stability of LESO and nested LESO was investigated using Lyapunov stability analysis. Simulations on uncertain nonlinear single-input-single-output (SISO) system with time-varying exogenous disturbance revealed that the proposed nested LESO could successfully deal with a generalized disturbance in both noisy and noise-free environments, where the Integral Time Absolute Error (ITAE) of the tracking error for the nested LESO was reduced by 69.87% from that of the LESO.
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