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 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

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Abstract

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.

Item Type:	Article (Journal)
Additional Information:	3492/51361
Uncontrolled Keywords:	Artificial Neural Network, motor vehicles
Subjects:	T Technology > TJ Mechanical engineering and machinery > TJ751 Miscellaneous motors and engines. Including gas, gasoline, diesel
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Engineering
Depositing User:	Prof Dr Ahmad Faris Ismail
Date Deposited:	25 Jul 2016 16:15
Last Modified:	21 Oct 2017 16:45
URI:	http://irep.iium.edu.my/id/eprint/51361

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