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具有未知死区的双阀液压系统的主动容错控制

Active fault-tolerant control for the dual-valve hydraulic system with unknown dead-zone.

作者信息

Wang Tianzhu, Zhang Qiang, Fang Jinhui, Lai Zhenyu, Feng Ruilin, Wei Jianhua

机构信息

The State Key Laboratory of Fluid Power and Mechatronic Systems, Zhejiang University, Hangzhou 310027, China.

Hangzhou Doubltech Electro-Hydraulic Engineering Co., Ltd., Hangzhou 310052, China.

出版信息

ISA Trans. 2024 Feb;145:399-411. doi: 10.1016/j.isatra.2023.11.038. Epub 2023 Nov 28.

Abstract

This paper proposes a method for high-performance motion control of the dual-valve hydraulic system subject to parameter and model uncertainties, unknown proportional valve dead-zone, and servo valve fault. By constructing a detailed dual-valve fault system model (DFSM), a disturbance observer-based adaptive robust fault-tolerant controller is proposed via the backstepping method. This controller integrates a model-based fault detection algorithm for real-time fault monitoring and subsequent controller reconfiguration. Additionally, the DFSM-based adaptive robust control (ARC) technique is applied to handle the unknown dead-zone problem and other nonlinearities, ensuring precise control. Once the servo valve fault occurs, a nonlinear observer estimates the fault and collaborates with the ARC to establish a reconfigured controller, thereby maintaining motion control. The effectiveness of the proposed method has been experimentally verified.

摘要

本文提出了一种用于双阀液压系统高性能运动控制的方法,该系统存在参数和模型不确定性、未知比例阀死区以及伺服阀故障。通过构建详细的双阀故障系统模型(DFSM),采用反步法提出了一种基于干扰观测器的自适应鲁棒容错控制器。该控制器集成了一种基于模型的故障检测算法,用于实时故障监测和后续的控制器重构。此外,基于DFSM的自适应鲁棒控制(ARC)技术被应用于处理未知死区问题和其他非线性问题,确保精确控制。一旦伺服阀发生故障,非线性观测器估计故障并与ARC协作建立重构控制器,从而维持运动控制。所提方法的有效性已通过实验验证。

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