Actuator Fault-Tolerant Control for Aero-Engine Control System: A Zonotope-Based Approach

IF 7.9 1区 工程技术 Q1 ENGINEERING, CIVIL IEEE Transactions on Intelligent Transportation Systems Pub Date : 2024-08-30 DOI:10.1109/TITS.2024.3447700
Shui Fu;Wentao Tang;Rui Wang;Si-Xin Wen;Xi-Ming Sun
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Abstract

Efficient fault-tolerant control (FTC) is necessary for the safe operation of aero-engine control system. In this paper, a high performance active FTC method based on zonotope for actuator fault in aero-engine control systems is proposed. Parameter uncertainties are considered to describe linearization error and identification error of system model for reducing the gap between theory and practice. Firstly, a zonotopic observer satisfying the peak-bounded index is proposed to reduce the influence of uncertainties and improve the accuracy of fault estimation. Moreover, with the aid of the zonotopic observer, the range of the sliding surface affected by the estimation errors and model uncertainties can be evaluated, and the dynamic quasi-sliding mode domain (QSMD) can be obtained. As a result, the dynamic QSMD can help design the parameters of the sliding mode fault-tolerant controller, ensure the stability and convergence of the entire closed-loop control system. Meanwhile, the conservative problem caused by manual parameters setting is avoided. Finally, the feasibility of the proposed method is verified by the aero-engine Hardware-in-the-loop (HIL) experiment platform.
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航空发动机控制系统的执行器容错控制:基于区顶的方法
高效的容错控制(FTC)是保证航空发动机控制系统安全运行的必要条件。本文针对航空发动机控制系统中的作动器故障,提出了一种基于 zonotope 的高性能主动 FTC 方法。考虑了参数的不确定性,以描述系统模型的线性化误差和识别误差,从而缩小理论与实践之间的差距。首先,提出了一种满足峰值约束指标的区位观测器,以减少不确定性的影响,提高故障估计的准确性。此外,借助零位观测器,可以评估受估计误差和模型不确定性影响的滑动面范围,并得到动态准滑动模态域(QSMD)。因此,动态准滑模域有助于设计滑模容错控制器的参数,确保整个闭环控制系统的稳定性和收敛性。同时,避免了手动参数设置带来的保守问题。最后,通过航空发动机硬件在环(HIL)实验平台验证了所提方法的可行性。
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来源期刊
IEEE Transactions on Intelligent Transportation Systems
IEEE Transactions on Intelligent Transportation Systems 工程技术-工程:电子与电气
CiteScore
14.80
自引率
12.90%
发文量
1872
审稿时长
7.5 months
期刊介绍: The theoretical, experimental and operational aspects of electrical and electronics engineering and information technologies as applied to Intelligent Transportation Systems (ITS). Intelligent Transportation Systems are defined as those systems utilizing synergistic technologies and systems engineering concepts to develop and improve transportation systems of all kinds. The scope of this interdisciplinary activity includes the promotion, consolidation and coordination of ITS technical activities among IEEE entities, and providing a focus for cooperative activities, both internally and externally.
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