Fault Diagnosis of Permanent Magnets Machines

Detect, model, and diagnose faults in permanent magnet machines Permanent magnet motors operate under conditions that produce inadequate lubrication, mechanical shocks, thermal stress, and excessive loading, all of which elevate the likelihood of catastrophic failure.Fault Diagnosis of Permanent Magnets Machines, written by a team of experienced electrical engineers and researchers, provides the theory, modeling approaches, simulation techniques, experimental validation, and practical implementation strategies needed to identify and address these fault mechanisms.The book details multiple modeling methods, such as lumped-parameter models and finite element techniques, and supports them with machine learning-based modeling techniques.With a structured comparison between permanent magnet synchronous machines and induction machines, the book also includes: Coverage of fault origins across automotive, industrial automation, and renewable energy applications where permanent magnet machines