Current Sensor Fault Detection and Compensation Based on Single Modified Extended Luenberger Observer for Induction Motor Drive

Fault-Tolerant Control (FTC) strategies are increasingly being employed in modern drive systems due to high safety requirements. In the case of induction motor (IM) drive systems, knowledge of the stator currents is essential for implementing vector control structures. However, current sensors (CSs) may fail. This paper proposes a CS-FTC system which enables the detection and compensation of different CS failures. The modified Luenberger observer extended with simultaneous estimation of both winding resistances of the IM is used, which enables an accurate stator current reconstruction in the case of CS fault. In contrast to solutions known in the literature, the proposed approach utilizes a single observer, which allows for improved performance while simultaneously reducing computational requirements compared to dual observers and multi-observers.

Authors

Institutions

Publication Details

Published
2024-09-30
DOI
https://doi.org/10.1109/pemc61721.2024.10726357
Primary Topic
Machine Fault Diagnosis Techniques
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Current Sensor Fault Detection and Compensation Based on Single Modified Extended Luenberger Observer for Induction Motor Drive

Teresa Orłowska-Kowalska, Michał Adamczyk, Magdalena Miniach
Machine Fault Diagnosis Techniques
article

Current Sensor Fault Detection and Compensation Based on Single Modified Extended Luenberger Observer for Induction Motor Drive

Teresa Orłowska-Kowalska, Michał Adamczyk, Magdalena Miniach
article en

Abstract

Fault-Tolerant Control (FTC) strategies are increasingly being employed in modern drive systems due to high safety requirements. In the case of induction motor (IM) drive systems, knowledge of the stator currents is essential for implementing vector control structures. However, current sensors (CSs) may fail. This paper proposes a CS-FTC system which enables the detection and compensation of different CS failures. The modified Luenberger observer extended with simultaneous estimation of both winding resistances of the IM is used, which enables an accurate stator current reconstruction in the case of CS fault. In contrast to solutions known in the literature, the proposed approach utilizes a single observer, which allows for improved performance while simultaneously reducing computational requirements compared to dual observers and multi-observers.

Wrocław University of Science and Technology (PL), AGH University of Krakow (PL)
Affordable and clean energy
Openalex Percentile: Top 78%
Machine Fault Diagnosis Techniques
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Current Sensor Fault Detection and Compensation Based on Single Modified Extended Luenberger Observer for Induction Motor Drive — Teresa Orłowska-Kowalska, Michał Adamczyk, et al. · (2024) | TGRS Research Map | TGRS