Neural network controller for pH neutralization process

A method of pH control for a neutralization process made use of Artificial Neural Network (ANN) to enhance a PID control. This Neuro-PID controller trained ANN based on control errors. The performance of the Neuro-PID controller was studied and evaluated by simulation, and its performance was compar...

Full description

Saved in:

Bibliographic Details
Main Authors:	Lacar, Honorina L., Olano, Servillano SB., Jr., Dadios, Elmer P.
Format:	text
Published:	Animo Repository 2003
Subjects:	PID controllers Hydrogen-ion concentration Chemical Engineering
Online Access:	https://animorepository.dlsu.edu.ph/faculty_research/9380
Tags:	Add Tag No Tags, Be the first to tag this record!
Institution:	De La Salle University

id	oai:animorepository.dlsu.edu.ph:faculty_research-9470
record_format	eprints
spelling	oai:animorepository.dlsu.edu.ph:faculty_research-94702023-05-30T23:57:27Z Neural network controller for pH neutralization process Lacar, Honorina L. Olano, Servillano SB., Jr. Dadios, Elmer P. A method of pH control for a neutralization process made use of Artificial Neural Network (ANN) to enhance a PID control. This Neuro-PID controller trained ANN based on control errors. The performance of the Neuro-PID controller was studied and evaluated by simulation, and its performance was compared with that of the conventional PID controller during actual experimentation. The simulation results showed that the Neuro-PID controller controlled the pH at a desired setpoint with a better performance than the conventional PID controller. Thus, the Neuro-PID controller could be used as an effective alternative to conventional process control techniques in the nonlinear, rapidly changing pH system. 2003-03-01T08:00:00Z text https://animorepository.dlsu.edu.ph/faculty_research/9380 Faculty Research Work Animo Repository PID controllers Hydrogen-ion concentration Chemical Engineering
institution	De La Salle University
building	De La Salle University Library
continent	Asia
country	Philippines Philippines
content_provider	De La Salle University Library
collection	DLSU Institutional Repository
topic	PID controllers Hydrogen-ion concentration Chemical Engineering
spellingShingle	PID controllers Hydrogen-ion concentration Chemical Engineering Lacar, Honorina L. Olano, Servillano SB., Jr. Dadios, Elmer P. Neural network controller for pH neutralization process
description	A method of pH control for a neutralization process made use of Artificial Neural Network (ANN) to enhance a PID control. This Neuro-PID controller trained ANN based on control errors. The performance of the Neuro-PID controller was studied and evaluated by simulation, and its performance was compared with that of the conventional PID controller during actual experimentation. The simulation results showed that the Neuro-PID controller controlled the pH at a desired setpoint with a better performance than the conventional PID controller. Thus, the Neuro-PID controller could be used as an effective alternative to conventional process control techniques in the nonlinear, rapidly changing pH system.
format	text
author	Lacar, Honorina L. Olano, Servillano SB., Jr. Dadios, Elmer P.
author_facet	Lacar, Honorina L. Olano, Servillano SB., Jr. Dadios, Elmer P.
author_sort	Lacar, Honorina L.
title	Neural network controller for pH neutralization process
title_short	Neural network controller for pH neutralization process
title_full	Neural network controller for pH neutralization process
title_fullStr	Neural network controller for pH neutralization process
title_full_unstemmed	Neural network controller for pH neutralization process
title_sort	neural network controller for ph neutralization process
publisher	Animo Repository
publishDate	2003
url	https://animorepository.dlsu.edu.ph/faculty_research/9380
_version_	1768028945644519424

Neural network controller for pH neutralization process

Similar Items