Effects of park energy on spark plug fault recognition in a spark ignition engine
The increasing demands for fuel economy and emission reduction have led to the development of lean/diluted combustion strategies for modern Spark Ignition (SI) engines. The new generation of SI engines requires higher spark energy and a longer discharge duration to improve efficiency and reduce the...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Tech Science Press
2021
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/31990/1/A.A.%20Azrin_Energy%20Engineering.pdf |
| _version_ | 1796994716531687424 |
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| author | Azrin, Abdul Aziz Muhammad Yusri, Ismail M.H., Mat Yasin A., Zainal |
| author_facet | Azrin, Abdul Aziz Muhammad Yusri, Ismail M.H., Mat Yasin A., Zainal |
| author_sort | Azrin, Abdul Aziz |
| collection | UMP |
| description | The increasing demands for fuel economy and emission reduction have led to the development of lean/diluted combustion strategies for modern Spark Ignition (SI) engines. The new generation of SI engines requires higher spark energy and a longer discharge duration to improve efficiency and reduce the backpressure. However, the increased spark energy gives negative impacts on the ignition system which results in deterioration of the spark plug. Therefore, a numerical model was used to estimate the spark energy of the ignition system based on the breakdown voltage. The trend of spark energy is then recognized by implementing the classification method. Significant features were identified from the Information Gain (IG) scoring of the statistical analysis. |
| first_indexed | 2024-03-06T12:51:47Z |
| format | Article |
| id | UMPir31990 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-03-06T12:51:47Z |
| publishDate | 2021 |
| publisher | Tech Science Press |
| record_format | dspace |
| spelling | UMPir319902021-11-10T07:53:18Z http://umpir.ump.edu.my/id/eprint/31990/ Effects of park energy on spark plug fault recognition in a spark ignition engine Azrin, Abdul Aziz Muhammad Yusri, Ismail M.H., Mat Yasin A., Zainal T Technology (General) TA Engineering (General). Civil engineering (General) TJ Mechanical engineering and machinery The increasing demands for fuel economy and emission reduction have led to the development of lean/diluted combustion strategies for modern Spark Ignition (SI) engines. The new generation of SI engines requires higher spark energy and a longer discharge duration to improve efficiency and reduce the backpressure. However, the increased spark energy gives negative impacts on the ignition system which results in deterioration of the spark plug. Therefore, a numerical model was used to estimate the spark energy of the ignition system based on the breakdown voltage. The trend of spark energy is then recognized by implementing the classification method. Significant features were identified from the Information Gain (IG) scoring of the statistical analysis. Tech Science Press 2021 Article NonPeerReviewed pdf en cc_by_4 http://umpir.ump.edu.my/id/eprint/31990/1/A.A.%20Azrin_Energy%20Engineering.pdf Azrin, Abdul Aziz and Muhammad Yusri, Ismail and M.H., Mat Yasin and A., Zainal (2021) Effects of park energy on spark plug fault recognition in a spark ignition engine. Energy Engineering. ISSN 0199-8595. (Unpublished) (Unpublished) |
| spellingShingle | T Technology (General) TA Engineering (General). Civil engineering (General) TJ Mechanical engineering and machinery Azrin, Abdul Aziz Muhammad Yusri, Ismail M.H., Mat Yasin A., Zainal Effects of park energy on spark plug fault recognition in a spark ignition engine |
| title | Effects of park energy on spark plug fault recognition in a spark ignition engine |
| title_full | Effects of park energy on spark plug fault recognition in a spark ignition engine |
| title_fullStr | Effects of park energy on spark plug fault recognition in a spark ignition engine |
| title_full_unstemmed | Effects of park energy on spark plug fault recognition in a spark ignition engine |
| title_short | Effects of park energy on spark plug fault recognition in a spark ignition engine |
| title_sort | effects of park energy on spark plug fault recognition in a spark ignition engine |
| topic | T Technology (General) TA Engineering (General). Civil engineering (General) TJ Mechanical engineering and machinery |
| url | http://umpir.ump.edu.my/id/eprint/31990/1/A.A.%20Azrin_Energy%20Engineering.pdf |
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