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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Main Authors:	Herawan, Safarudin Gazali, Rohhaizan, Abdul Hakim, Ismail, Ahmad Faris, Shamsudin, Shamsul Anuar, Putra, Azma, Musthafah, Mohd Tahir, Awang, Ardika Ridal
Format:	Article
Language:	English English
Published:	Hindawi Publishing Corporation 2016
Subjects:	TJ751 Miscellaneous motors and engines. Including gas, gasoline, diesel
Online Access:	http://irep.iium.edu.my/51361/ http://irep.iium.edu.my/51361/ http://irep.iium.edu.my/51361/ http://irep.iium.edu.my/51361/1/51361_Prediction%20on%20Power%20Produced%20from%20Power%20Turbine_article.pdf http://irep.iium.edu.my/51361/2/51361_Prediction%20on%20Power%20Produced%20from%20Power%20Turbine_scopus.pdf

id	iium-51361
recordtype	eprints
spelling	iium-513612017-10-21T08:45:32Z http://irep.iium.edu.my/51361/ Prediction on Power Produced from Power Turbine as a Waste Heat Recovery Mechanism on Naturally Aspirated Spark Ignition Engine Using Artificial Neural Network Herawan, Safarudin Gazali Rohhaizan, Abdul Hakim Ismail, Ahmad Faris Shamsudin, Shamsul Anuar Putra, Azma Musthafah, Mohd Tahir Awang, Ardika Ridal TJ751 Miscellaneous motors and engines. Including gas, gasoline, diesel 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 theWHRM. Hindawi Publishing Corporation 2016 Article PeerReviewed application/pdf en http://irep.iium.edu.my/51361/1/51361_Prediction%20on%20Power%20Produced%20from%20Power%20Turbine_article.pdf application/pdf en http://irep.iium.edu.my/51361/2/51361_Prediction%20on%20Power%20Produced%20from%20Power%20Turbine_scopus.pdf Herawan, Safarudin Gazali and Rohhaizan, Abdul Hakim and Ismail, Ahmad Faris and Shamsudin, Shamsul Anuar and Putra, Azma and Musthafah, Mohd Tahir and Awang, Ardika Ridal (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. 5072404-1-5072404-12. ISSN 1687-5591 E-ISSN 1687-5605 http://www.hindawi.com/journals/mse/ http://dx.doi.org/10.1155/2016/5072404
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	TJ751 Miscellaneous motors and engines. Including gas, gasoline, diesel
spellingShingle	TJ751 Miscellaneous motors and engines. Including gas, gasoline, diesel Herawan, Safarudin Gazali Rohhaizan, Abdul Hakim Ismail, Ahmad Faris Shamsudin, Shamsul Anuar Putra, Azma Musthafah, Mohd Tahir Awang, Ardika Ridal Prediction on Power Produced from Power Turbine as a Waste Heat Recovery Mechanism on Naturally Aspirated Spark Ignition Engine Using Artificial Neural Network
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) 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 theWHRM.
format	Article
author	Herawan, Safarudin Gazali Rohhaizan, Abdul Hakim Ismail, Ahmad Faris Shamsudin, Shamsul Anuar Putra, Azma Musthafah, Mohd Tahir Awang, Ardika Ridal
author_facet	Herawan, Safarudin Gazali Rohhaizan, Abdul Hakim Ismail, Ahmad Faris Shamsudin, Shamsul Anuar Putra, Azma Musthafah, Mohd Tahir Awang, Ardika Ridal
author_sort	Herawan, Safarudin Gazali
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://irep.iium.edu.my/51361/ http://irep.iium.edu.my/51361/ http://irep.iium.edu.my/51361/ http://irep.iium.edu.my/51361/1/51361_Prediction%20on%20Power%20Produced%20from%20Power%20Turbine_article.pdf http://irep.iium.edu.my/51361/2/51361_Prediction%20on%20Power%20Produced%20from%20Power%20Turbine_scopus.pdf
first_indexed	2023-09-18T21:12:42Z
last_indexed	2023-09-18T21:12:42Z
_version_	1777411358598365184

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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