Analysis of fault signatures for the diagnosis of induction motors fed by voltage source inverters using ANOVA and additive models

作者：Duque Perez Oscar^*; Garcia Escudero Luis Angel; Morinigo Sotelo Daniel; Gardel Pedro Esteban; Perez Alonso Marcelo

来源：Electric Power Systems Research, 2015, 121: 1-13.

DOI：10.1016/j.epsr.2014.11.021

• Additive models
• Condition monitoring
• Fault diagnosis
• Induction motors
• Spectral analysis
• Statistical analysis

Condition monitoring of voltage source inverters-fed induction motors is challenging since the influence of the supply complicates the use of methods valid for utility fed motors. Analysis of variance is performed over data obtained in a controlled laboratory experiment where a hole was progressively drilled into a rotor bar. Additive models are obtained to stand out the influence of the operating conditions and the supply on the amplitude of the fault signatures. Useful conclusions for the design of diagnosis systems for the detection of broken bars in induction motors are drawn from the analysis.

• 出版日期2015-4