Title :
Fault Simulator Based on a Hardware-in-the-Loop Technique
Author :
Sunan Huang ; Kok Kiong Tan
Author_Institution :
Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore, Singapore
Abstract :
Among motor faults, bearing, rotator, and stator failures are the most commonly reported. Because of the low-amplitude fault signatures in the current spectrum, they are also the most challenging to diagnose, even in line-driven motors. However, a fault simulator of induction motors has not been adequately investigated in the literature. The purpose of this paper is to build a hardware-in-the-loop (HIL) simulation system to model system failures of induction drives. The HIL system is based on a dynamical mathematical model, consisting of a dSPACE control system to process data and a real dc motor. The proposed system can produce bearing, rotator, stator, and sensor failures for testing of various fault diagnosis schemes. The experimental results show its functionality.
Keywords :
DC motors; fault simulation; machine bearings; machine control; stators; HIL system; bearing failures; dSPACE control system; dc motor; fault simulator; hardware-in-the-loop technique; motor faults failures; rotator failures; stator failures; DC motors; Induction motors; Mathematical model; Rotors; Stators; Failure; hardware-in-the-loop (HIL) simulation; nonlinear systems; real-time control;
Journal_Title :
Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on
DOI :
10.1109/TSMCC.2012.2182992