Condition Monitoring and Failure Prevention of Electric Machines

• Other Authors: He, Yuling (Editor), Gerada, David (Editor), Ma, Conggan (Editor), Zhao, Haisen (Editor)
• Format: Electronic Book Chapter
• Language: English
• Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2023
• Subjects: Technology: general issues; History of engineering & technology; Energy industries & utilities; 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
• Online Access: DOAB: download the publication; DOAB: description of the publication

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...