Concepedia

A support vector machine based fault diagnostics of Induction motors for practical situation of multi-sensor limited data case

Purushottam Gangsar, Rajiv Tiwari

Measurement · 2018 · 80 citations · 40 references

Concepts

EngineeringElectrical EngineeringElectric MachinesDiagnosisDiagnosticsFault DetectionFault DiagnosisInduction MachinesSupport Vector MachinesElectric Motor DiagnosticsElectric Motor Fault DiagnosisFault Diagnosis In Motor DrivesInduction MotorsMachine Fault DiagnosisMotor Condition MonitoringMotor Fault DiagnosisSupport Vector Machine Classification

References

40

A Tutorial on Support Vector Machines for Pattern Recognition

Christopher J. C. Burges · Data Mining and Knowledge Discovery · 1998 · 16.4K citations

Computing, Computer Science, Data Mining +13

A training algorithm for optimal margin classifiers

Bernhard E. Boser, Isabelle Guyon, Vladimir Vapnik · 1992 · 11.6K citations

Computing, Computer Science, Computer Vision +16

An overview of statistical learning theory

Vladimir Vapnik · IEEE Transactions on Neural Networks · 1999 · 6.2K citations

Computing, Computer Science, Mathematics +10

Condition Monitoring and Fault Diagnosis of Electrical Motors—A Review

S. Nandi, Hamid A. Toliyat, Xiaodong Li · IEEE Transactions on Energy Conversion · 2005 · 2.3K citations

Engineering, Electrical Engineering, Automation +16

Support vector machine in machine condition monitoring and fault diagnosis

Achmad Widodo, Bo‐Suk Yang · Mechanical Systems and Signal Processing · 2007 · 1.6K citations

Computing, Computer Engineering, Computer Science +16