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Adaptive Compensation of Actuator Failures using Multiple Models

机译:使用多种模型的执行器故障自适应补偿

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In this paper, a novel actuator failure compensation scheme is proposed for affine nonlinear uncertain systems subject to actuator faults/failures unknown in time, magnitude and pattern. The proposed control methodology utilizes a backstepping procedure integrated with multiple estimation models to estimate failure induced parametric uncertainties and unknown system parameters. Relative to existing direct adaptive backstepping based fault compensation strategies, the proposed fault tolerant control (FTC) method yields a faithful accommodation of uncertain actuator failures while ensuring satisfactory output transient and steady state performances. Further, compared to multiple model based adaptive FTC design, the proposed methodology circumvents the issues of stability due to switching between different models and utilizes a minimum number of estimation models for parameter estimation without sacrificing the output performance and thereby reducing the computational burden. Simulation results illustrate the effectiveness and applicability of the proposed method to FTC design problem for longitudinal pitch control of Boeing 747-100/200 aircraft.
机译:本文针对仿射非线性不确定系统,提出了一种新的执行器故障补偿方案,该方案针对仿射非线性不确定系统,存在时间,大小和模式未知的执行器故障/故障。所提出的控制方法利用与多个估计模型集成的反推程序来估计故障引起的参数不确定性和未知的系统参数。相对于现有的基于直接自适应反步的故障补偿策略,所提出的容错控制(FTC)方法可忠实地解决不确定的执行器故障,同时确保令人满意的输出瞬态和稳态性能。此外,与基于多模型的自适应FTC设计相比,所提出的方法规避了由于在不同模型之间切换而引起的稳定性问题,并在不牺牲输出性能的情况下利用最少数量的估计模型进行参数估计,从而减少了计算负担。仿真结果说明了该方法对波音747-100 / 200飞机纵向俯仰控制的FTC设计问题的有效性和适用性。

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