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...
| Main Authors: | , , |
|---|---|
| Format: | Conference or Workshop Item |
| Language: | English English |
| Published: |
IEEE
2016
|
| Subjects: | |
| Online Access: | 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 |
| _version_ | 1796992225422344192 |
|---|---|
| author | Suhaimi, Mohd Daud M. S., Najib Nurdiyana, Zahed |
| author_facet | Suhaimi, Mohd Daud M. S., Najib Nurdiyana, Zahed |
| author_sort | Suhaimi, Mohd Daud |
| collection | UMP |
| 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. |
| first_indexed | 2024-03-06T12:16:56Z |
| format | Conference or Workshop Item |
| id | UMPir18195 |
| institution | Universiti Malaysia Pahang |
| language | English English |
| last_indexed | 2024-03-06T12:16:56Z |
| publishDate | 2016 |
| publisher | IEEE |
| record_format | dspace |
| spelling | UMPir181952019-10-30T03:43:06Z 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 |
| 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 |
| title | 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_short | Classification of Lubricant Oil Odor-Profile Using Case-Based Reasoning |
| title_sort | classification of lubricant oil odor profile using case based reasoning |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | 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 |
| work_keys_str_mv | AT suhaimimohddaud classificationoflubricantoilodorprofileusingcasebasedreasoning AT msnajib classificationoflubricantoilodorprofileusingcasebasedreasoning AT nurdiyanazahed classificationoflubricantoilodorprofileusingcasebasedreasoning |