Classification of Lubricant Oil Odor-Profile Using Case-Based Reasoning

Classification of Lubricant Oil Odor-Profile Using Case-Based Reasoning

Lubricant oil is one of the most important elements needed for every car engine in order to reduce the friction between moving parts in a car engine, reduce engine temperature and preventing the entry of contaminant. People have difficulties in identifying the degradation level of lubricant oil. Bec...

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Main Authors: Suhaimi, Mohd Daud, M. S., Najib, Nurdiyana, Zahed
Format: Conference or Workshop Item
Language:English
English
Published: IEEE 2016
Subjects:
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://umpir.ump.edu.my/id/eprint/18195/
http://umpir.ump.edu.my/id/eprint/18195/1/Classification%20of%20Lubricant%20Oil%20Odor-Profile%20Using%20Case-Based%20Reasoning.pdf
http://umpir.ump.edu.my/id/eprint/18195/2/Classification%20of%20Lubricant%20Oil%20Odor-Profile%20Using%20Case-Based%20Reasoning%201.pdf
id ump-18195
recordtype eprints
spelling ump-181952019-10-30T03:43:06Z http://umpir.ump.edu.my/id/eprint/18195/ Classification of Lubricant Oil Odor-Profile Using Case-Based Reasoning Suhaimi, Mohd Daud M. S., Najib Nurdiyana, Zahed TK Electrical engineering. Electronics Nuclear engineering Lubricant oil is one of the most important elements needed for every car engine in order to reduce the friction between moving parts in a car engine, reduce engine temperature and preventing the entry of contaminant. People have difficulties in identifying the degradation level of lubricant oil. Because of that, fake or recycled lubricant oil appear in the market. E-nose was used to overcome the difficulty by classifying the odor profile pattern of lubricant oil sample. The patterns were classified using case-based reasoning technique. The classification result shows that CBR gives 100% classification performance. This paper presents the study of lubricant oil classification based on odor-profile using Case_based Reasoning (CBR) classifier. IEEE 2016 Conference or Workshop Item PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/18195/1/Classification%20of%20Lubricant%20Oil%20Odor-Profile%20Using%20Case-Based%20Reasoning.pdf application/pdf en http://umpir.ump.edu.my/id/eprint/18195/2/Classification%20of%20Lubricant%20Oil%20Odor-Profile%20Using%20Case-Based%20Reasoning%201.pdf Suhaimi, Mohd Daud and M. S., Najib and Nurdiyana, Zahed (2016) Classification of Lubricant Oil Odor-Profile Using Case-Based Reasoning. In: Conference on Systems, Process and Control (ICSPC), 16-18 December 2016 , Bandar Hilir, Melaka. pp. 207-212.. ISBN 978-1-5090-1181-0
repository_type Digital Repository
institution_category Local University
institution Universiti Malaysia Pahang
building UMP Institutional Repository
collection Online Access
language English
English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Suhaimi, Mohd Daud
M. S., Najib
Nurdiyana, Zahed
Classification of Lubricant Oil Odor-Profile Using Case-Based Reasoning
description Lubricant oil is one of the most important elements needed for every car engine in order to reduce the friction between moving parts in a car engine, reduce engine temperature and preventing the entry of contaminant. People have difficulties in identifying the degradation level of lubricant oil. Because of that, fake or recycled lubricant oil appear in the market. E-nose was used to overcome the difficulty by classifying the odor profile pattern of lubricant oil sample. The patterns were classified using case-based reasoning technique. The classification result shows that CBR gives 100% classification performance. This paper presents the study of lubricant oil classification based on odor-profile using Case_based Reasoning (CBR) classifier.
format Conference or Workshop Item
author Suhaimi, Mohd Daud
M. S., Najib
Nurdiyana, Zahed
author_facet Suhaimi, Mohd Daud
M. S., Najib
Nurdiyana, Zahed
author_sort Suhaimi, Mohd Daud
title Classification of Lubricant Oil Odor-Profile Using Case-Based Reasoning
title_short Classification of Lubricant Oil Odor-Profile Using Case-Based Reasoning
title_full Classification of Lubricant Oil Odor-Profile Using Case-Based Reasoning
title_fullStr Classification of Lubricant Oil Odor-Profile Using Case-Based Reasoning
title_full_unstemmed Classification of Lubricant Oil Odor-Profile Using Case-Based Reasoning
title_sort classification of lubricant oil odor-profile using case-based reasoning
publisher IEEE
publishDate 2016
url http://umpir.ump.edu.my/id/eprint/18195/
http://umpir.ump.edu.my/id/eprint/18195/1/Classification%20of%20Lubricant%20Oil%20Odor-Profile%20Using%20Case-Based%20Reasoning.pdf
http://umpir.ump.edu.my/id/eprint/18195/2/Classification%20of%20Lubricant%20Oil%20Odor-Profile%20Using%20Case-Based%20Reasoning%201.pdf
first_indexed 2023-09-18T22:25:38Z
last_indexed 2023-09-18T22:25:38Z
_version_ 1777415947227758592

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