... overfitting, enabling it to handle unforeseen scenarios better. Conversely, asymmetric current patterns assist the ML model in identifying faulty phases; however, increased noise levels obscure these patterns, particularly during initial fault diagnosis. Notably, the CNN algorithm excels in phase...

... fault trees product design Bayes methods life cycle costing probability reliability theory uncertainty handling fault diagnosis Diagnosability Bayes’ Theory FMEA FTA Uncertainty Mechanical Design The customer’s desire for a greater number of functions and higher performance can...

... 11 06 2003 mechanical engineering maintenance engineering identification fault diagnosis reliability theory vibrations wavelet transforms In the aerospace industry, where both weight-to-load factor and efficiency are pushed to their design limits, one of the major concerns...

... 2001 26 11 2002 mechanical engineering fault diagnosis crack detection simulation sensitivity analysis Because of an alarming increase in the number of rotorcraft accidents related to transmission faults, transmission diagnostics continue to receive a considerable amount...