Machine Condition Monitoring And Fault Diagnostics

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Machine condition monitoring and fault diagnostics.

Machine condition monitoring and fault diagnosis are strategies commonly employed by processing and manufacturing facilities to monitor the reliability availability and performance of machines. Modeling condition monitoring and fault diagnosis reviews diagnosis technologies and provides an application guide for readers who want to research develop and implement a more effective fault diagnosis and condition monitoring scheme thus improving safety and reliability in electric motor operation. Machine condition monitoring and fault diagnostics can be de ned as the eld of technical activity in which selected physical parameters associated with machinery operation are observed for the. One major problem of machine fault diagnostics is that data presenting faulty behavior is significantly underrepresented resulting in poor classifier accuracy for the faulty classes.