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Active engine mounting control algorithm using neural network

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

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Abstract

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.

Item Type: Article (Journal)
Additional Information: 5402/7637
Uncontrolled Keywords: Neural network, NARMA-L2, vibration isolation, conventional controller
Subjects: T Technology > TJ Mechanical engineering and machinery
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button): Kulliyyah of Engineering > Department of Mechatronics Engineering
Depositing User: Engr. Dr. Fadly Jashi Darsivan Ridhuan
Date Deposited: 16 Jan 2012 15:11
Last Modified: 22 Jun 2017 15:37
URI: http://irep.iium.edu.my/id/eprint/7637

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