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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Bibliographic Details
Main Authors: Darsivan, Fadly Jashi, Martono, Wahyudi, Faris, Waleed Fekry
Format: Article
Language:English
Published: IOS Press 2009
Subjects:
Online Access:http://irep.iium.edu.my/7637/1/Active_engine_mounting_control_algorithm.pdf
http://irep.iium.edu.my/7637/
http://iospress.metapress.com/content/mjxx77883132761g/
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Summary: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.