LOS Guidance for Fuzzy Adaptive Fault-Tolerant Path Following Control of USV With Side-Slip Compensation and Actuator Fault

IF 8.3 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Transportation Electrification Pub Date : 2024-12-16 DOI:10.1109/TTE.2024.3518553
Xiaobin Xu;Xuelin Zhang;Zehui Zhang;Feng Ma;Cong Guan;Felix Steyskal
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Abstract

This article addresses the fuzzy adaptive fault-tolerant path following control (PFC) problem of unmanned surface vessels (USV) with side-slip compensation, unmeasurable states, and actuator fault. The indirect control strategy is adopted to decompose the PFC into a guidance system and a heading control system. For the guidance system, an adaptive line-of-sight (ALOS) guidance with a time-varying lookahead distance, which yields the desired heading by side-slip estimation and compensation, is designed, thus transforming the PFC problem into the heading tracking control problem. Meanwhile, for the heading control system, a fuzzy state observer is first developed to estimate the unmeasurable states. Next, an adaptive scheme is designed to estimate the time-varying actuator fault and an adaptive fault-tolerant controller is designed by combining the state and fault estimation to enhance the fault-tolerance of PFC system and ensure the performance of path tracking control. Then, the observer and controller are designed integrally, and the stability is analyzed using the integrated design principle. Finally, the simulation case study and comparison experiments of PFC for USV are conducted to demonstrate the performance of this method.
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具有侧滑补偿和致动器故障的 USV 的模糊自适应容错路径跟踪控制的 LOS 指导
研究了具有侧滑补偿、状态不可测和执行器故障的无人水面舰艇模糊自适应容错路径跟踪控制(PFC)问题。采用间接控制策略将PFC分解为制导系统和航向控制系统。针对制导系统,设计了一种具有时变前视距离的自适应视距(ALOS)制导系统,该制导系统通过侧滑估计和补偿得到目标航向,从而将PFC问题转化为航向跟踪控制问题。同时,针对航向控制系统,提出了模糊状态观测器来估计不可测状态。其次,设计了一种自适应执行器时变故障估计方案,并将状态估计与故障估计相结合,设计了自适应容错控制器,提高了PFC系统的容错性,保证了路径跟踪控制的性能。然后,对观测器和控制器进行了整体设计,并利用整体设计原理对系统的稳定性进行了分析。最后,通过USV PFC的仿真案例研究和对比实验,验证了该方法的有效性。
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来源期刊
IEEE Transactions on Transportation Electrification
IEEE Transactions on Transportation Electrification Engineering-Electrical and Electronic Engineering
CiteScore
12.20
自引率
15.70%
发文量
449
期刊介绍: IEEE Transactions on Transportation Electrification is focused on components, sub-systems, systems, standards, and grid interface technologies related to power and energy conversion, propulsion, and actuation for all types of electrified vehicles including on-road, off-road, off-highway, and rail vehicles, airplanes, and ships.
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