Condition monitoring of industrial electric machines: State of the art and future challenges

SB Lee, GC Stone, J Antonino-Daviu… - IEEE Industrial …, 2020 - ieeexplore.ieee.org
The limitations of the thermal, vibration, or electrical monitoring of electric machines such as
false indications, low sensitivity, and difficulty of fault interpretation have recently been …

Broken bar fault detection and diagnosis techniques for induction motors and drives: State of the art

MEED Atta, DK Ibrahim, MI Gilany - IEEE Access, 2022 - ieeexplore.ieee.org
Motors are the higher energy-conversion devices that consume around 40% of the global
electrical generated energy. Induction motors are the most popular motor type due to their …

A method for detecting half-broken rotor bar in lightly loaded induction motors using current

A Naha, AK Samanta, A Routray… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
This paper presents an effective method of motor current signature analysis for detecting half-
as well as full broken single rotor bar fault of a squirrel-cage induction machine under …

Automatic classification of rotor faults in soft-started induction motors, based on persistence spectrum and convolutional neural network applied to stray-flux signals

V Biot-Monterde, A Navarro-Navarro… - Sensors, 2022 - mdpi.com
Due to their robustness, versatility and performance, induction motors (IMs) have been
widely used in many industrial applications. Despite their characteristics, these machines …

Electrical monitoring under transient conditions: A new paradigm in electric motors predictive maintenance

J Antonino-Daviu - Applied Sciences, 2020 - mdpi.com
Featured Application Electric motors condition monitoring. Abstract Electric motors condition
monitoring is a field of paramount importance for industry. In recent decades, there has been …

Smart sensor for fault detection in induction motors based on the combined analysis of stray-flux and current signals: A flexible, robust approach

I Zamudio-Ramírez, RA Osornio-Rios… - IEEE Industry …, 2021 - ieeexplore.ieee.org
The most recent trend in the electric motor condition monitoring area relies on combining the
information obtained from different machine quantities to reach a more reliable conclusion …

Advanced analysis of motor currents for the diagnosis of the rotor condition in electric motors operating in mining facilities

JA Antonino-Daviu, A Quijano-Lopez… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
Predictive maintenance of electric motors is a topic of increasing importance in many
industrial applications. The mining industry is not an exception; many electric motors …

Rotor unbalance and broken rotor bar detection in inverter-fed induction motors at start-up and steady-state regimes by high-resolution spectral analysis

RJ Romero-Troncoso, A Garcia-Perez… - Electric Power Systems …, 2016 - Elsevier
Fault detection in induction motors operated by inverters is an actual industrial need. Most
line-fed machines are being replaced by inverter-fed drives, due to their improved speed …

Fault detection of circulation pumps on the basis of motor current evaluation

V Becker, T Schwamm, S Urschel… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Motor current signature analysis (MCSA) for fault detection has found widespread
application, especially for induction motors. The basis of MCSA is the evaluation of a motor's …

Reliable airgap search coil based detection of induction motor rotor faults under false negative motor current signature analysis indications

MS Rafaq, MF Shaikh, Y Park… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Rotor cage damage in induction motors must be detected and repaired to prevent costly in-
service failures that can occur due to broken cage fragments or arcing. Motor current …