基于区间-2 型 T-S 模糊模型的具有外部扰动的多非线性自主船舶系统的被动编队和遏制控制

IF 3.6 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS International Journal of Fuzzy Systems Pub Date : 2024-08-17 DOI:10.1007/s40815-024-01742-y
Wen-Jer Chang, Yann-Horng Lin, Cheung-Chieh Ku
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摘要

本文基于区间-2(IT-2)高木-菅野模糊模型(T-SFM),讨论了具有不确定性和干扰的非线性多自主舰船系统(NM-ASS)的编队和围堵控制问题。通过使用领航舰艇的状态反馈控制器,提供了一种不同的编队控制方案。由于这一特点,在编队和围堵问题中,距离最远的领航舰艇之间不需要进行信息交流。然而,IT-2 模糊遏制控制器设计方法中的分析问题是由领航员编队控制器引起的。通过 IT-2 T-SFM 的表达式,成功地扩展了线性多代理系统未知领导者输入的设计概念,从而解决了这一问题。然而,随着代理数量或模糊规则数量的增加,分析过程将变得保守。因此,在遏制控制器设计中也考虑了一种宽松的分析方法。此外,还将被动性能约束结合到 IT-2 模糊形成控制器设计方法中,以消除干扰效应,提高控制性能。最后,通过两个实例说明了所提出的 IT-2 模糊控制器设计方法在 NM-ASS 的形成和遏制控制问题中的优势。
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Passive Formation and Containment Control of Multiple Nonlinear Autonomous Ship Systems with External Disturbances Based on Interval Type-2 T–S Fuzzy Model

A formation and containment control problem is discussed for the Nonlinear Multi-Autonomous Ship Systems (NM-ASSs) with uncertainties and disturbances based on the Interval Type-2 (IT-2) Takagi-Sugeno Fuzzy Model (T-SFM) in this paper. A different formation control scheme is provided by using the state feedback controller of leader ships. Because of this feature, information communication between leader ships, which are farthest from each other in formation and containment problems, isn’t required. However, the analysis problem in the IT-2 fuzzy containment controller design method is caused by the leader’s formation controller. A design concept for the unknown leader’s input of linear multi-agent systems is successfully extended to solve the problem by the expression of IT-2 T-SFM. Nevertheless, the analysis process will become conservative while the agent number or fuzzy rule number is increased. Thus, a relaxed analysis method is also considered for the containment controller design. Additionally, the passive performance constraint is combined into the IT-2 fuzzy formation controller design method to dissipate the disturbance effect and improve the control performance. Finally, two examples are provided to illustrate the advantage of the proposed IT-2 fuzzy controller design method in the formation and containment control problem of NM-ASSs.

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来源期刊
International Journal of Fuzzy Systems
International Journal of Fuzzy Systems 工程技术-计算机:人工智能
CiteScore
7.80
自引率
9.30%
发文量
188
审稿时长
16 months
期刊介绍: The International Journal of Fuzzy Systems (IJFS) is an official journal of Taiwan Fuzzy Systems Association (TFSA) and is published semi-quarterly. IJFS will consider high quality papers that deal with the theory, design, and application of fuzzy systems, soft computing systems, grey systems, and extension theory systems ranging from hardware to software. Survey and expository submissions are also welcome.
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