Fault Severity Estimation in Cracked Shafts by Integration of Phase Space Topology and Convolutional Neural Network
Utkarsh Andharikar,
Amirhassan Abbasi,
Prashant Kambali
et al.
Abstract:With the rapid advancement of industrial systems and the unavoidable complications and interconnectedness in systems, diagnostics of industrial machinery are achieving paramount importance. Accurate estimation of health condition of industrial machinery becomes more challenging due to the inherent nonlinearity, complexity, and uncertainty of the observations. Nonlinear dynamic analysis has proven to be a powerful tool for providing information about the health condition of a system that can be used for diagnos… Show more
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