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A FUZZY MODEL FOR ESTIMATING REMAINING LIFETIME OF A DIESEL ENGINE

by FANEGAN, JULIUS BOLUDE

Abstract (Summary)
The research is a novel fuzzy modeling approach built on Sugeno and Yasukawa’s qualitative modeling algorithm; however, it differs in the identification step. More precisely, the current approach applies dimensionality reduction techniques in the identification step. The approach is illustrated on the problem of estimating the remaining lifetime of a diesel engine and it is applied to a real data set. This data set represents a total of nine diesel engine trucks, and for each engine, it consists of 13 sensors recorded in time.
Bibliographical Information:

Advisor:

School:University of Cincinnati

School Location:USA - Ohio

Source Type:Master's Thesis

Keywords:principal component analysis pca fuzzy modeling c means clustering

ISBN:

Date of Publication:01/01/2007

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