From model, signal to knowledge: A data-driven perspective of fault detection and diagnosis

X Dai, Z Gao - IEEE Transactions on Industrial Informatics, 2013 - ieeexplore.ieee.org
This review paper is to give a full picture of fault detection and diagnosis (FDD) in complex
systems from the perspective of data processing. As a matter of fact, an FDD system is a data …

A survey of condition monitoring and protection methods for medium-voltage induction motors

P Zhang, Y Du, TG Habetler, B Lu - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
Medium-voltage (MV) induction motors are widely used in the industry and are essential to
industrial processes. The breakdown of these MV motors not only leads to high repair …

Advances in diagnostic techniques for induction machines

A Bellini, F Filippetti, C Tassoni… - IEEE Transactions on …, 2008 - ieeexplore.ieee.org
This paper investigates diagnostic techniques for electrical machines with special reference
to induction machines and to papers published in the last ten years. A comprehensive list of …

Recent advances in modeling and online detection of stator interturn faults in electrical motors

A Gandhi, T Corrigan, L Parsa - IEEE transactions on industrial …, 2010 - ieeexplore.ieee.org
Online fault diagnosis plays a crucial role in providing the required fault tolerance to drive
systems used in safety-critical applications. Short-circuit faults are among the common faults …

A survey on testing and monitoring methods for stator insulation systems of low-voltage induction machines focusing on turn insulation problems

S Grubic, JM Aller, B Lu… - IEEE Transactions on …, 2008 - ieeexplore.ieee.org
A breakdown of the electrical insulation system causes catastrophic failure of the electrical
machine and brings large process downtime losses. To determine the conditions of the …

Fault diagnostics in smart micro-grids: A survey

J Hare, X Shi, S Gupta, A Bazzi - Renewable and Sustainable Energy …, 2016 - Elsevier
Due to rising awareness on environmental protection and for maintenance of clean
habitable communities, current and next generation micro-grids are desired to have …

Stator fault diagnostics in squirrel cage three-phase induction motor drives using the instantaneous active and reactive power signature analyses

M Drif, AJM Cardoso - IEEE Transactions on Industrial …, 2014 - ieeexplore.ieee.org
In this paper, the instantaneous active and reactive power signature analyses are presented
for stator fault diagnosis in operating squirrel cage three-phase induction motors either …

Inter-turn fault detection in PM synchronous machines by physics-based back electromotive force estimation

A Sarikhani, OA Mohammed - IEEE Transactions on Industrial …, 2012 - ieeexplore.ieee.org
In this paper, the inter-turn short circuit fault detection in permanent magnet synchronous
machines (PMSM) using an open-loop physics-based back electromotive force (EMF) …

Wavelet‐based real‐time stator fault detection of inverter‐fed induction motor

B Akhil Vinayak, K Anjali Anand… - IET Electric Power …, 2020 - Wiley Online Library
This work proposes a novel real‐time detection scheme for incipient stator inter‐turn short
circuit fault in voltage sources inverter‐fed induction machines. Both non‐sinusoidal input …

Kalman-filter-based indicator for online interturn short circuits detection in permanent-magnet synchronous generators

B Aubert, J Regnier, S Caux… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Kalman filtering has been largely used in adaptive control for motor drive applications.
However, few works relate to applications in the field of monitoring. In this paper, a fault …