PID Controller Tuning for Electro Hydraulic Actuator using Radial Basis Function Neural Network

المؤلفون

DOI:

https://doi.org/10.63318/waujpasv3i1_19

الكلمات المفتاحية:

Electro Hydraulic Actuator، Metamodeling RBF-NN، System identification

الملخص

The purpose of this study is to improve the position control performance of an industrial electro
hydraulic actuator (EHA) system. Therefor PID controller tuned via Radial bases Function (RBF)
Metamodeling approach is proposed. Mathematical model of EHA is obtained using system
identification technique by estimating model using System Identification Toolbox in MATLAB.
The scheme is implemented in linear discrete model to obtain the transfer function for the system.
To verify the capability of the controller, the parameters are applied in simulation and
experimental.

التنزيلات

تنزيل البيانات ليس متاحًا بعد.

التنزيلات

منشور

2025-03-22

إصدار

القسم

Articles

كيفية الاقتباس

Irhouma, M., Amer, K., Rahmat, M., BaniSalim, M., & Hamdan, M. (2025). PID Controller Tuning for Electro Hydraulic Actuator using Radial Basis Function Neural Network. مجلة جامعة وادي الشاطئ للعلوم البحتة والتطبيقية, 3(1), 127-134. https://doi.org/10.63318/waujpasv3i1_19