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 electric machine...

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Հրապարակվել է: MDPI - Multidisciplinary Digital Publishing Institute 2023
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Առցանց հասանելիություն:ONIX_20231130_9783036593975_220
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collection Directory of Open Access Books
description 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 electric machines. Four guest editors, namely Prof. Yu-Ling He (Department of Mechanical Engineering, North China Electric Power University, China), Prof. David Gerada (PEMC group, University of Nottingham, UK), Prof. Conggan Ma (School of Automotive Engineering, Harbin Institute of Technology, China), and Prof. Haisen Zhao (School of Electrical and Electronics Engineering, North China Electric Power University, China), worked together on this Special Issue.
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institution Directory of Open Access Books
language eng
publishDate 2023
publishDateRange 2023
publishDateSort 2023
publisher MDPI - Multidisciplinary Digital Publishing Institute
publisherStr MDPI - Multidisciplinary Digital Publishing Institute
record_format ojs
spelling doab-20.500.12854ir-1287682024-04-11T15:10:46Z Condition Monitoring and Failure Prevention of Electric Machines He, Yuling Gerada, David Ma, Conggan Zhao, Haisen synchronous generator dynamic rotor interturn short circuit (DRISC) electromagnetic torque (EMT) magneto-motive force (MMF) harmonic component line start permanent magnet assisted synchronous reluctance motor power factor curve valley efficiency whole load region in situ efficiency induction motors quantum particle swarm optimization trust region algorithm QPSO-TRA rotor slot harmonics frequencies linear motor feeding system lack of abnormal samples deep neural network anomaly detection semi-supervised anomaly detection generative adversarial network (GANomaly) long short-term memory (LSTM) network doubly fed induction generator (DFIG) radial static air-gap eccentricity (RSAGE) radial dynamic air-gap eccentricity (RDAGE) radial hybrid air-gap eccentricity (RHAGE) circulating current inside parallel branches (CCPB) hydro-turbine modeling dynamic modeling transient processes hydropower hydropower plants mathematical modeling water flow inertia artificial neural networks contrast estimation fault diagnosis short-circuited turns transformer fault vibroacoustic signals condition monitoring demagnetization direct torque control eccentricity field oriented control high resistance connection turn-to-turn short circuit permanent magnet synchronous machine supervised classification power supply systems unbalanced load flows unbalanced load parameter identification hybrid surrogate model performance optimization Kriging RBF genetic algorithm pulse-jet cleaning field-oriented control symmetrical components thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNB Energy industries and utilities 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 electric machines. Four guest editors, namely Prof. Yu-Ling He (Department of Mechanical Engineering, North China Electric Power University, China), Prof. David Gerada (PEMC group, University of Nottingham, UK), Prof. Conggan Ma (School of Automotive Engineering, Harbin Institute of Technology, China), and Prof. Haisen Zhao (School of Electrical and Electronics Engineering, North China Electric Power University, China), worked together on this Special Issue. 2023-11-30T20:51:07Z 2023-11-30T20:51:07Z 2023 book ONIX_20231130_9783036593975_220 9783036593975 9783036593968 https://directory.doabooks.org/handle/20.500.12854/128768 eng application/octet-stream Attribution 4.0 International https://mdpi.com/books/pdfview/book/8233 https://mdpi.com/books/pdfview/book/8233 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-0365-9396-8 10.3390/books978-3-0365-9396-8 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783036593975 9783036593968 204 Basel open access
spellingShingle synchronous generator
dynamic rotor interturn short circuit (DRISC)
electromagnetic torque (EMT)
magneto-motive force (MMF)
harmonic component
line start permanent magnet assisted synchronous reluctance motor
power factor curve valley
efficiency
whole load region
in situ efficiency
induction motors
quantum particle swarm optimization
trust region algorithm
QPSO-TRA
rotor slot harmonics frequencies
linear motor feeding system
lack of abnormal samples
deep neural network
anomaly detection
semi-supervised anomaly detection generative adversarial network (GANomaly)
long short-term memory (LSTM) network
doubly fed induction generator (DFIG)
radial static air-gap eccentricity (RSAGE)
radial dynamic air-gap eccentricity (RDAGE)
radial hybrid air-gap eccentricity (RHAGE)
circulating current inside parallel branches (CCPB)
hydro-turbine modeling
dynamic modeling
transient processes
hydropower
hydropower plants
mathematical modeling
water flow inertia
artificial neural networks
contrast estimation
fault diagnosis
short-circuited turns
transformer fault
vibroacoustic signals
condition monitoring
demagnetization
direct torque control
eccentricity
field oriented control
high resistance connection
turn-to-turn short circuit
permanent magnet synchronous machine
supervised classification
power supply systems
unbalanced load flows
unbalanced load
parameter identification
hybrid surrogate model
performance optimization
Kriging
RBF
genetic algorithm
pulse-jet cleaning
field-oriented control
symmetrical components
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology
thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNB Energy industries and utilities
Condition Monitoring and Failure Prevention of Electric Machines
title Condition Monitoring and Failure Prevention of Electric Machines
title_full Condition Monitoring and Failure Prevention of Electric Machines
title_fullStr Condition Monitoring and Failure Prevention of Electric Machines
title_full_unstemmed Condition Monitoring and Failure Prevention of Electric Machines
title_short Condition Monitoring and Failure Prevention of Electric Machines
title_sort condition monitoring and failure prevention of electric machines
topic synchronous generator
dynamic rotor interturn short circuit (DRISC)
electromagnetic torque (EMT)
magneto-motive force (MMF)
harmonic component
line start permanent magnet assisted synchronous reluctance motor
power factor curve valley
efficiency
whole load region
in situ efficiency
induction motors
quantum particle swarm optimization
trust region algorithm
QPSO-TRA
rotor slot harmonics frequencies
linear motor feeding system
lack of abnormal samples
deep neural network
anomaly detection
semi-supervised anomaly detection generative adversarial network (GANomaly)
long short-term memory (LSTM) network
doubly fed induction generator (DFIG)
radial static air-gap eccentricity (RSAGE)
radial dynamic air-gap eccentricity (RDAGE)
radial hybrid air-gap eccentricity (RHAGE)
circulating current inside parallel branches (CCPB)
hydro-turbine modeling
dynamic modeling
transient processes
hydropower
hydropower plants
mathematical modeling
water flow inertia
artificial neural networks
contrast estimation
fault diagnosis
short-circuited turns
transformer fault
vibroacoustic signals
condition monitoring
demagnetization
direct torque control
eccentricity
field oriented control
high resistance connection
turn-to-turn short circuit
permanent magnet synchronous machine
supervised classification
power supply systems
unbalanced load flows
unbalanced load
parameter identification
hybrid surrogate model
performance optimization
Kriging
RBF
genetic algorithm
pulse-jet cleaning
field-oriented control
symmetrical components
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology
thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNB Energy industries and utilities
topic_facet synchronous generator
dynamic rotor interturn short circuit (DRISC)
electromagnetic torque (EMT)
magneto-motive force (MMF)
harmonic component
line start permanent magnet assisted synchronous reluctance motor
power factor curve valley
efficiency
whole load region
in situ efficiency
induction motors
quantum particle swarm optimization
trust region algorithm
QPSO-TRA
rotor slot harmonics frequencies
linear motor feeding system
lack of abnormal samples
deep neural network
anomaly detection
semi-supervised anomaly detection generative adversarial network (GANomaly)
long short-term memory (LSTM) network
doubly fed induction generator (DFIG)
radial static air-gap eccentricity (RSAGE)
radial dynamic air-gap eccentricity (RDAGE)
radial hybrid air-gap eccentricity (RHAGE)
circulating current inside parallel branches (CCPB)
hydro-turbine modeling
dynamic modeling
transient processes
hydropower
hydropower plants
mathematical modeling
water flow inertia
artificial neural networks
contrast estimation
fault diagnosis
short-circuited turns
transformer fault
vibroacoustic signals
condition monitoring
demagnetization
direct torque control
eccentricity
field oriented control
high resistance connection
turn-to-turn short circuit
permanent magnet synchronous machine
supervised classification
power supply systems
unbalanced load flows
unbalanced load
parameter identification
hybrid surrogate model
performance optimization
Kriging
RBF
genetic algorithm
pulse-jet cleaning
field-oriented control
symmetrical components
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology
thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNB Energy industries and utilities
url ONIX_20231130_9783036593975_220