Model based actuator fault diagnosis for a mobile robot

G. Fourlas, S. Karkanis, G. Karras, K. Kyriakopoulos
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引用次数: 17

Abstract

This paper presents a model based actuator fault diagnosis for a four wheel skid steering mobile robot (SSMR). In this approach we use structural analysis based technique in order to generate residuals. The goal is to detect actuators faults as early as possible and provide a timely warning. For this purpose we develop the kinematic model of the mobile robot that serves to the creation of the structural model of the system. This technique provides the parity equations which can be used as residual generators. The main advantage of the proposed method is that can offers feasible solution to residual generation for nonlinear systems. As a robotic platform, was used the mobile robot Pioneer 3-AT.
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基于模型的移动机器人执行器故障诊断
提出了一种基于模型的四轮滑移转向移动机器人执行机构故障诊断方法。在这种方法中,我们使用基于结构分析的技术来产生残差。目标是尽早发现执行器故障并提供及时的警告。为此,我们开发了移动机器人的运动学模型,该模型用于创建系统的结构模型。该技术提供了可用作残差发生器的宇称方程。该方法的主要优点是为非线性系统的残差产生问题提供了可行的解决方案。作为机器人平台,采用了移动机器人先锋3-AT。
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