Adaptive containment fault-tolerant control for saturated nonlinear multiagent systems with multiple faults and periodic disturbances

IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Li Tang, Huanqing Wang, Ben Niu, Xudong Zhao
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引用次数: 0

Abstract

This paper addresses the problem of adaptive containment fault-tolerant control for nonlinear multiagent systems with periodic disturbances. Different from most existing fault-tolerant control schemes, the form of multiple faults is explicitly considered in this paper, including actuator faults and sensor faults. By combining the Fourier series expansion with neural networks, the unknown nonlinear dynamics subject to time-dependent periodic disturbances are approximated. Then, the “complexity of explosion” issue that exists in traditional backstepping-based results is avoided by introducing a first-order sliding-mode differentiator. It is proved that the developed containment control policies can ensure that all signals of the close-loop systems are uniformly ultimately bounded, and all followers can converge to a convex area formed by multiple leaders. Simulation results verify the validity of the proposed scheme.

具有多重故障和周期性扰动的饱和非线性多代理系统的自适应遏制容错控制
本文探讨了具有周期性干扰的非线性多代理系统的自适应遏制容错控制问题。与现有的大多数容错控制方案不同,本文明确考虑了多种故障形式,包括执行器故障和传感器故障。通过将傅里叶级数展开与神经网络相结合,对受时间相关周期性干扰的未知非线性动力学进行了近似。然后,通过引入一阶滑动模式微分器,避免了传统基于反步法的结果中存在的 "复杂性爆炸 "问题。实验证明,所开发的遏制控制策略能确保闭环系统的所有信号最终均匀受限,并且所有跟随者都能收敛到由多个领导者形成的凸区域。仿真结果验证了所提方案的有效性。
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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来源期刊
Asian Journal of Control
Asian Journal of Control 工程技术-自动化与控制系统
CiteScore
4.80
自引率
25.00%
发文量
253
审稿时长
7.2 months
期刊介绍: The Asian Journal of Control, an Asian Control Association (ACA) and Chinese Automatic Control Society (CACS) affiliated journal, is the first international journal originating from the Asia Pacific region. The Asian Journal of Control publishes papers on original theoretical and practical research and developments in the areas of control, involving all facets of control theory and its application. Published six times a year, the Journal aims to be a key platform for control communities throughout the world. The Journal provides a forum where control researchers and practitioners can exchange knowledge and experiences on the latest advances in the control areas, and plays an educational role for students and experienced researchers in other disciplines interested in this continually growing field. The scope of the journal is extensive. Topics include: The theory and design of control systems and components, encompassing: Robust and distributed control using geometric, optimal, stochastic and nonlinear methods Game theory and state estimation Adaptive control, including neural networks, learning, parameter estimation and system fault detection Artificial intelligence, fuzzy and expert systems Hierarchical and man-machine systems All parts of systems engineering which consider the reliability of components and systems Emerging application areas, such as: Robotics Mechatronics Computers for computer-aided design, manufacturing, and control of various industrial processes Space vehicles and aircraft, ships, and traffic Biomedical systems National economies Power systems Agriculture Natural resources.
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