Adaptive fault detection and isolation for a class of robot manipulators with time-varying perturbation

作者：Rezazadeh Amaneh Salmani; Koofigar Hamid Reza^*; Hosseinnia Saeed

来源：Journal of Mechanical Science and Technology, 2015, 29(11): 4901-4911.

DOI：10.1007/s12206-015-1038-5

• Estimation
• Fault detection
• Robot manipulators
• Time-varying parameters

This paper presents an adaptive-based fault detection and isolation scheme for a general class of robot manipulators, with characterizing the isolability conditions. The proposed algorithm consists of a nonlinear adaptive fault detection estimator and a bank of fault isolation estimators to determine the types of faults, which may be incipient or abrupt, while the fault parameter function may be time-varying. To demonstrate its effectiveness, the method is applied to a two-link robot manipulator and the simulation results are presented and discussed.

• 出版日期2015-11