Active Engine Mounting Control Algorithm Using Neural Network. (2009)

• Record Type: Journal Article
• Authors: Darsivan, Fadly Jashi; Martono, Wahyudi; Faris, Waleed F.
• Is Part Of: Shock and vibration. Volume 2009(2009)
• Page Start: 417
• Page End: 437
• Publication Date: 2009
• Subjects: Shock (Mechanics) -- Periodicals; Vibration -- Periodicals; 534.5
• DOI: 10.3233/SAV-2009-0478
• Languages: English
• ISSNs: 1070-9622

Abstract

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.