Adaptive System Identification and Severity Index-Based Fault Diagnosis in Motors

In this paper, a model-based fault detection and isolation (FDI) method is presented using an adaptive system identification approach. The proposed FDI method consists of three essential steps: adaptive modeling and residual generation, fault detection using adaptive hybrid threshold, and fault iden...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	IEEE/ASME transactions on mechatronics 2019-08, Vol.24 (4), p.1628-1639
Hauptverfasser:	Abid, Anam, Khan, Muhammad Tahir, Lang, Haoxiang, de Silva, Clarence W.
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptation models Adaptive systems Adaptive threshold Fault detection Fault diagnosis fault severity index Harmonic analysis Identification Induction motors Modelling multiple-model banks Power system harmonics Rotors System identification System reliability
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!