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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 …
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
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 …
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 …
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
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 …
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 …
machine and brings large process downtime losses. To determine the conditions of the …
Fault diagnostics in smart micro-grids: A survey
Due to rising awareness on environmental protection and for maintenance of clean
habitable communities, current and next generation micro-grids are desired to have …
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 …
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) …
machines (PMSM) using an open-loop physics-based back electromotive force (EMF) …
Wavelet‐based real‐time stator fault detection of inverter‐fed induction motor
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 …
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 …
However, few works relate to applications in the field of monitoring. In this paper, a fault …