An intelligent icons approach for rotor bar fault detection
IECON 2013-39th Annual Conference of the IEEE Industrial …, 2013•ieeexplore.ieee.org
In this paper we propose the use of Intelligent Icons for both automatic assessment and
representation of asynchronous machines' condition. The method focuses on the analysis of
the start-up current for the isolation of a component that is able to pinpoint faulty signatures.
The analysis is based on the application of Empirical Mode Decomposition (EMD) which
acts as an adaptive filter during the start up and subsequently on the application of Symbolic
Aggregate approXimation (SAX) for the transformation of the extracted component into a …
representation of asynchronous machines' condition. The method focuses on the analysis of
the start-up current for the isolation of a component that is able to pinpoint faulty signatures.
The analysis is based on the application of Empirical Mode Decomposition (EMD) which
acts as an adaptive filter during the start up and subsequently on the application of Symbolic
Aggregate approXimation (SAX) for the transformation of the extracted component into a …
In this paper we propose the use of Intelligent Icons for both automatic assessment and representation of asynchronous machines' condition. The method focuses on the analysis of the start-up current for the isolation of a component that is able to pinpoint faulty signatures. The analysis is based on the application of Empirical Mode Decomposition (EMD) which acts as an adaptive filter during the start up and subsequently on the application of Symbolic Aggregate approXimation (SAX) for the transformation of the extracted component into a symbolic representation. Using this symbolic representation, an automated detection procedure can be developed that discriminates between faulty and normal conditions using an intelligent Icons approach while at the same time the information can be presented to the user in a more intuitive way.
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