Prediction On Power Produced From Power Turbine As A Waste Heat Recovery Mechanism On Naturally Aspirated Spark Ignition 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) i...
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Hindawi Publishing Corporation
2016
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Online Access: | http://eprints.utem.edu.my/id/eprint/17266/1/Prediction%20On%20Power%20Produced%20From%20Power%20Turbine%20As%20A%20Waste%20Heat%20Recovery%20Mechanism%20On%20Naturally%20Aspirated%20Spark%20Ignition%20Engine%20Using%20Artificial%20Neural%20Network.pdf http://eprints.utem.edu.my/id/eprint/17266/ https://www.hindawi.com/journals/mse/2016/5072404/ |
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my.utem.eprints.172662021-09-12T16:49:46Z http://eprints.utem.edu.my/id/eprint/17266/ Prediction On Power Produced From Power Turbine As A Waste Heat Recovery Mechanism On Naturally Aspirated Spark Ignition Engine Using Artificial Neural Network Safarudin Gazali, Herawan Abdul Hakim, Rohhaizan Ahmad Faris, Ismail Shamsul Anuar, Shamsudin Azma, Putra Musthafah, Mohd Tahir Ardika Ridal, Awang T Technology (General) 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) in a sedan car. The amount of heat energy from exhaust is presented and the experimental test results suggest that the concept is thermodynamically feasible and could significantly enhance the system performance depending on the load applied to the engine. However, the existence of WHRM affects the performance of engine by slightly reducing the power. The simulation method is created using an artificial neural network (ANN) which predicts the power produced from the WHRM. Hindawi Publishing Corporation 2016 Article PeerReviewed text en http://eprints.utem.edu.my/id/eprint/17266/1/Prediction%20On%20Power%20Produced%20From%20Power%20Turbine%20As%20A%20Waste%20Heat%20Recovery%20Mechanism%20On%20Naturally%20Aspirated%20Spark%20Ignition%20Engine%20Using%20Artificial%20Neural%20Network.pdf Safarudin Gazali, Herawan and Abdul Hakim, Rohhaizan and Ahmad Faris, Ismail and Shamsul Anuar, Shamsudin and Azma, Putra and Musthafah, Mohd Tahir and Ardika Ridal, Awang (2016) Prediction On Power Produced From Power Turbine As A Waste Heat Recovery Mechanism On Naturally Aspirated Spark Ignition Engine Using Artificial Neural Network. Modelling And Simulation In Engineering, 2016. pp. 1-12. ISSN 1687-5591 https://www.hindawi.com/journals/mse/2016/5072404/ 10.1155/2016/5072404 |
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T Technology (General) Safarudin Gazali, Herawan Abdul Hakim, Rohhaizan Ahmad Faris, Ismail Shamsul Anuar, Shamsudin Azma, Putra Musthafah, Mohd Tahir Ardika Ridal, Awang Prediction On Power Produced From Power Turbine As A Waste Heat Recovery Mechanism On Naturally Aspirated Spark Ignition Engine Using Artificial Neural Network |
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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) in a sedan car. The amount of heat energy from exhaust is presented and the experimental test results suggest that the concept is thermodynamically feasible and could significantly enhance the system performance depending on the load applied to the engine. However, the existence of WHRM affects the performance of engine by slightly reducing the power. The simulation method is created using an artificial neural network (ANN) which predicts the power produced from the WHRM. |
format |
Article |
author |
Safarudin Gazali, Herawan Abdul Hakim, Rohhaizan Ahmad Faris, Ismail Shamsul Anuar, Shamsudin Azma, Putra Musthafah, Mohd Tahir Ardika Ridal, Awang |
author_facet |
Safarudin Gazali, Herawan Abdul Hakim, Rohhaizan Ahmad Faris, Ismail Shamsul Anuar, Shamsudin Azma, Putra Musthafah, Mohd Tahir Ardika Ridal, Awang |
author_sort |
Safarudin Gazali, Herawan |
title |
Prediction On Power Produced From Power Turbine As A Waste Heat Recovery Mechanism On Naturally Aspirated Spark Ignition Engine Using Artificial Neural Network |
title_short |
Prediction On Power Produced From Power Turbine As A Waste Heat Recovery Mechanism On Naturally Aspirated Spark Ignition Engine Using Artificial Neural Network |
title_full |
Prediction On Power Produced From Power Turbine As A Waste Heat Recovery Mechanism On Naturally Aspirated Spark Ignition Engine Using Artificial Neural Network |
title_fullStr |
Prediction On Power Produced From Power Turbine As A Waste Heat Recovery Mechanism On Naturally Aspirated Spark Ignition Engine Using Artificial Neural Network |
title_full_unstemmed |
Prediction On Power Produced From Power Turbine As A Waste Heat Recovery Mechanism On Naturally Aspirated Spark Ignition Engine Using Artificial Neural Network |
title_sort |
prediction on power produced from power turbine as a waste heat recovery mechanism on naturally aspirated spark ignition engine using artificial neural network |
publisher |
Hindawi Publishing Corporation |
publishDate |
2016 |
url |
http://eprints.utem.edu.my/id/eprint/17266/1/Prediction%20On%20Power%20Produced%20From%20Power%20Turbine%20As%20A%20Waste%20Heat%20Recovery%20Mechanism%20On%20Naturally%20Aspirated%20Spark%20Ignition%20Engine%20Using%20Artificial%20Neural%20Network.pdf http://eprints.utem.edu.my/id/eprint/17266/ https://www.hindawi.com/journals/mse/2016/5072404/ |
_version_ |
1712288911669067776 |
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13.159267 |