Active engine mounting control algorithm using neural network

This paper proposes the application of neural network as a controller to isolate engine vibration in an active engine mounting system. It has been shown that the NARMA-L2 neurocontroller has the ability to reject disturbances from a plant. The disturbance is assumed to be both impulse and sinusoid...

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Main Authors:	Darsivan, Fadly Jashi, Martono, Wahyudi, Faris, Waleed Fekry
Format:	Article
Language:	English
Published:	IOS Press 2009
Subjects:	TJ Mechanical engineering and machinery
Online Access:	http://irep.iium.edu.my/7637/ http://irep.iium.edu.my/7637/ http://irep.iium.edu.my/7637/1/Active_engine_mounting_control_algorithm.pdf

id	iium-7637
recordtype	eprints
spelling	iium-76372017-06-22T07:37:39Z http://irep.iium.edu.my/7637/ Active engine mounting control algorithm using neural network Darsivan, Fadly Jashi Martono, Wahyudi Faris, Waleed Fekry TJ Mechanical engineering and machinery This paper proposes the application of neural network as a controller to isolate engine vibration in an active engine mounting system. It has been shown that the NARMA-L2 neurocontroller has the ability to reject disturbances from a plant. The disturbance is assumed to be both impulse and sinusoidal disturbances that are induced by the engine. The performance of the neural network controller is compared with conventional PD and PID controllers tuned using Ziegler-Nichols. From the result simulated the neural network controller has shown better ability to isolate the engine vibration than the conventional controllers. IOS Press 2009 Article PeerReviewed application/pdf en http://irep.iium.edu.my/7637/1/Active_engine_mounting_control_algorithm.pdf Darsivan, Fadly Jashi and Martono, Wahyudi and Faris, Waleed Fekry (2009) Active engine mounting control algorithm using neural network. Shock and Vibration, 16. pp. 417-437. ISSN 1070-9622 http://iospress.metapress.com/content/mjxx77883132761g/
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	TJ Mechanical engineering and machinery
spellingShingle	TJ Mechanical engineering and machinery Darsivan, Fadly Jashi Martono, Wahyudi Faris, Waleed Fekry Active engine mounting control algorithm using neural network
description	This paper proposes the application of neural network as a controller to isolate engine vibration in an active engine mounting system. It has been shown that the NARMA-L2 neurocontroller has the ability to reject disturbances from a plant. The disturbance is assumed to be both impulse and sinusoidal disturbances that are induced by the engine. The performance of the neural network controller is compared with conventional PD and PID controllers tuned using Ziegler-Nichols. From the result simulated the neural network controller has shown better ability to isolate the engine vibration than the conventional controllers.
format	Article
author	Darsivan, Fadly Jashi Martono, Wahyudi Faris, Waleed Fekry
author_facet	Darsivan, Fadly Jashi Martono, Wahyudi Faris, Waleed Fekry
author_sort	Darsivan, Fadly Jashi
title	Active engine mounting control algorithm using neural network
title_short	Active engine mounting control algorithm using neural network
title_full	Active engine mounting control algorithm using neural network
title_fullStr	Active engine mounting control algorithm using neural network
title_full_unstemmed	Active engine mounting control algorithm using neural network
title_sort	active engine mounting control algorithm using neural network
publisher	IOS Press
publishDate	2009
url	http://irep.iium.edu.my/7637/ http://irep.iium.edu.my/7637/ http://irep.iium.edu.my/7637/1/Active_engine_mounting_control_algorithm.pdf
first_indexed	2023-09-18T20:17:08Z
last_indexed	2023-09-18T20:17:08Z
_version_	1777407862335602688

Active engine mounting control algorithm using neural network

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