DefinePK

DefinePK hosts the largest index of Pakistani journals, research articles, news headlines, and videos. It also offers chapter-level book search.

Select Collection

System identification and control of Pressure Process Rig system using back propagation neural networks

Article Information

Get PDF View Article
Login to Add in Library

Title: System identification and control of Pressure Process Rig system using back propagation neural networks

Authors: Benyamin Kusumoputro, Karlisa Priandana, Wahidin Wahab

Journal: ARPN Journal of Engineering and Applied Sciences

HEC Recognition History
Category From To
Y 2023-07-01 2024-09-30
Y 2022-07-01 2023-06-30
Y 2021-07-01 2022-06-30
X 2020-07-01 2021-06-30

Publisher: Khyber Medical College, Peshawar

Country: Pakistan

Year: 2015

Volume: 10

Issue: 16

Language: English

Categories
Process Control (67) Electrical Engineering (5972) Neural Networks (134) Control Systems (1276) System Identification (16)

Abstract

A neural networks based direct inverse controller for Pressure Process Rig system is presented, including with the performance analysis using an open-loop and a closed loop system. In order to enhanced the performance characteristics of this direct inverse controller, a Fine-Tuning method is proposed. Experimental results show that the open-loop system shows lower MSE compare with that of the closed-loop system, and the Fine-Tuned NN-DIC method always performed better with lower MSE compare with that of the normal NN-DIC method.

Paper summary is not available for this article yet.

Loading PDF...

Loading Statistics...