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Methods Of Engine Degradation Assessment In The Time-Scale Domain, Jeffrey Charles Simmons

Doctoral Dissertations

This dissertation addresses health monitoring of aircraft engines. Two methods are offered for engine degradation assessment: (1) a direct method to isolate degradation of engine components in-flight, and (2) an inverse method to quantify the level of degradations post-flight. The noted feature of the degradation isolation method is its independence from training, which makes it suitable for on-board implementation. The degradation quantification method, on the other hand, is a multi-output method of parameter estimation with the advantage of leveraging the shape attributes of model outputs. The representation of the shape attributes of the various time series, by continuous wavelet transforms …