Journal of Fundamental and Applied Sciences

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Classification of lubricant oil adulteration level using case-based reasoning

S.M. Daud, M.S. Najib, N. Zahed, M.H.M. Jusof, M.F.C. Jusoh, M.I.I.N. Hassim


The main purpose of this paper is to classify lubricant oil odor-profile using Case-based Reasoning (CBR) classifier. Electronic nose was used for the purpose of taking data readings for each lubricant oil smell sample. The data that have been collected will be normalized so that the data can be evaluated in a smaller scale to establish an odor-profile for each sample. Then, the odor-profiles were classified using Case based Reasoning (CBR) classifier. The classification performance resulting 100% successfully correct classification.

Keywords: lubricant oil; odor-profile; electronic nose; case-based reasoning
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