Condition Monitoring and Failure Prevention of Electric Machines

Condition Monitoring and Failure Prevention of Electric Machines

This is a reprint of a Special Issue of Energies, titled "Condition Monitoring and Failure Prevention of Electric Machines". This Special Issue primarily focused on the issues related to the advanced monitoring, diagnosis, and prevention of typical and complex faults in all kinds of electr...

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Bibliographic Details
Format: eBook
Language:English
Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2023
Subjects:
Energy industries and utilities
History of engineering and technology
Technology: general issues
anomaly detection
artificial neural networks
circulating current inside parallel branches (CCPB)
condition monitoring
contrast estimation
deep neural network
demagnetization
direct torque control
doubly fed induction generator (DFIG)
dynamic modeling
dynamic rotor interturn short circuit (DRISC)
eccentricity
efficiency
electromagnetic torque (EMT)
fault diagnosis
field oriented control
field-oriented control
genetic algorithm
harmonic component
high resistance connection
hybrid surrogate model
hydro-turbine modeling
hydropower
hydropower plants
in situ efficiency
induction motors
Kriging
lack of abnormal samples
line start permanent magnet assisted synchronous reluctance motor
linear motor feeding system
long short-term memory (LSTM) network
magneto-motive force (MMF)
mathematical modeling
parameter identification
performance optimization
permanent magnet synchronous machine
power factor curve valley
power supply systems
pulse-jet cleaning
QPSO-TRA
quantum particle swarm optimization
radial dynamic air-gap eccentricity (RDAGE)
radial hybrid air-gap eccentricity (RHAGE)
radial static air-gap eccentricity (RSAGE)
RBF
rotor slot harmonics frequencies
semi-supervised anomaly detection generative adversarial network (GANomaly)
short-circuited turns
supervised classification
symmetrical components
synchronous generator
transformer fault
transient processes
trust region algorithm
turn-to-turn short circuit
unbalanced load
unbalanced load flows
vibroacoustic signals
water flow inertia
whole load region
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