Prediction of waste heat energy recovery performance in a naturally aspirated engine using artificial neural network
The waste heat from exhaust gases represents a significant amount of thermal energy, which has conventionally been used for combined heating and power applications. This paper explores the performance of a naturally aspirated spark ignition engine equipped with waste heat recovery mechanism (WHRM)....
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English English |
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Hindawi Publishing Corporation
2014
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/36778/ http://irep.iium.edu.my/36778/1/36778_Prediction%20of%20waste%20heat%20energy%20recovery%20performance.pdf http://irep.iium.edu.my/36778/2/36778_Prediction%20of%20waste%20heat%20energy%20recovery%20performance_SCOPUS.pdf |
| _version_ | 1848781292308529152 |
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| author | Herawan, Safarudin Gazali Rohhaizan, Abdul Hakim Putra, Azma Ismail, Ahmad Faris |
| author_facet | Herawan, Safarudin Gazali Rohhaizan, Abdul Hakim Putra, Azma Ismail, Ahmad Faris |
| author_sort | Herawan, Safarudin Gazali |
| building | IIUM Repository |
| collection | Online Access |
| description | The waste heat from exhaust gases represents a significant amount of thermal energy, which has conventionally been used for combined heating and power applications. This paper explores the performance of a naturally aspirated spark ignition engine equipped with waste heat recovery mechanism (WHRM). The experimental and simulation test results suggest that the concept is thermodynamically feasible and could significantly enhance the system performance depending on the load applied to the engine. The simulation method is created using an artificial neural network (ANN) which predicts the power produced from the WHRM. |
| first_indexed | 2025-11-14T15:47:15Z |
| format | Article |
| id | iium-36778 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-14T15:47:15Z |
| publishDate | 2014 |
| publisher | Hindawi Publishing Corporation |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-367782017-09-19T02:36:39Z http://irep.iium.edu.my/36778/ Prediction of waste heat energy recovery performance in a naturally aspirated engine using artificial neural network Herawan, Safarudin Gazali Rohhaizan, Abdul Hakim Putra, Azma Ismail, Ahmad Faris TA349 Mechanics of engineering. Applied mechanics The waste heat from exhaust gases represents a significant amount of thermal energy, which has conventionally been used for combined heating and power applications. This paper explores the performance of a naturally aspirated spark ignition engine equipped with waste heat recovery mechanism (WHRM). The experimental and simulation test results suggest that the concept is thermodynamically feasible and could significantly enhance the system performance depending on the load applied to the engine. The simulation method is created using an artificial neural network (ANN) which predicts the power produced from the WHRM. Hindawi Publishing Corporation 2014 Article PeerReviewed application/pdf en http://irep.iium.edu.my/36778/1/36778_Prediction%20of%20waste%20heat%20energy%20recovery%20performance.pdf application/pdf en http://irep.iium.edu.my/36778/2/36778_Prediction%20of%20waste%20heat%20energy%20recovery%20performance_SCOPUS.pdf Herawan, Safarudin Gazali and Rohhaizan, Abdul Hakim and Putra, Azma and Ismail, Ahmad Faris (2014) Prediction of waste heat energy recovery performance in a naturally aspirated engine using artificial neural network. ISRN Mechanical Engineering. 240942-1-6. E-ISSN 2090-5130 https://www.hindawi.com/journals/isrn/2014/240942/ 10.1155/2014/240942 |
| spellingShingle | TA349 Mechanics of engineering. Applied mechanics Herawan, Safarudin Gazali Rohhaizan, Abdul Hakim Putra, Azma Ismail, Ahmad Faris Prediction of waste heat energy recovery performance in a naturally aspirated engine using artificial neural network |
| title | Prediction of waste heat energy recovery performance in a naturally aspirated engine using artificial neural network |
| title_full | Prediction of waste heat energy recovery performance in a naturally aspirated engine using artificial neural network |
| title_fullStr | Prediction of waste heat energy recovery performance in a naturally aspirated engine using artificial neural network |
| title_full_unstemmed | Prediction of waste heat energy recovery performance in a naturally aspirated engine using artificial neural network |
| title_short | Prediction of waste heat energy recovery performance in a naturally aspirated engine using artificial neural network |
| title_sort | prediction of waste heat energy recovery performance in a naturally aspirated engine using artificial neural network |
| topic | TA349 Mechanics of engineering. Applied mechanics |
| url | http://irep.iium.edu.my/36778/ http://irep.iium.edu.my/36778/ http://irep.iium.edu.my/36778/ http://irep.iium.edu.my/36778/1/36778_Prediction%20of%20waste%20heat%20energy%20recovery%20performance.pdf http://irep.iium.edu.my/36778/2/36778_Prediction%20of%20waste%20heat%20energy%20recovery%20performance_SCOPUS.pdf |