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一类具有量化的非线性不确定多输入多输出系统的自适应鲁棒容错控制设计

Adaptive robust fault tolerant control design for a class of nonlinear uncertain MIMO systems with quantization.

作者信息

Ao Wei, Song Yongdong, Wen Changyun

机构信息

School of Automation, Chongqing University, Chongqing 40044, PR China; Chongqing Communication College, Chongqing, 40035, PR China.

School of Automation, Chongqing University, Chongqing 40044, PR China.

出版信息

ISA Trans. 2017 May;68:63-72. doi: 10.1016/j.isatra.2017.03.016. Epub 2017 Mar 29.

Abstract

In this paper, we investigate the adaptive control problem for a class of nonlinear uncertain MIMO systems with actuator faults and quantization effects. Under some mild conditions, an adaptive robust fault-tolerant control is developed to compensate the affects of uncertainties, actuator failures and errors caused by quantization, and a range of the parameters for these quantizers is established. Furthermore, a Lyapunov-like approach is adopted to demonstrate that the ultimately uniformly bounded output tracking error is guaranteed by the controller, and the signals of the closed-loop system are ensured to be bounded, even in the presence of at most m-q actuators stuck or outage. Finally, numerical simulations are provided to verify and illustrate the effectiveness of the proposed adaptive schemes.

摘要

在本文中,我们研究了一类具有执行器故障和量化效应的非线性不确定多输入多输出(MIMO)系统的自适应控制问题。在一些温和条件下,设计了一种自适应鲁棒容错控制,以补偿不确定性、执行器故障以及量化引起的误差的影响,并确定了这些量化器的一系列参数。此外,采用一种类似李雅普诺夫的方法来证明控制器能保证最终一致有界的输出跟踪误差,并且即使在最多m - q个执行器卡住或出现故障的情况下,闭环系统的信号也能确保有界。最后,通过数值仿真验证并说明了所提出的自适应方案的有效性。

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