Advanced control technique for substrate feed rate regulation of a feed batch fermentation

In this paper, an advanced control technique for substrate feed rate regulation of fed batch fermentation is developed. It is reliable in dealing with possible variations in the process condition. In this study, neural network and fuzzy logic methods are used in the design. As a case study, the bake...

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Main Authors:	Rashid, Muhammad Mahbubur, Hizbullah, MD, Mohammad , Noor, Khan, M Jakir H
Format:	Article
Language:	English
Published:	Academic journal Inc 2012
Subjects:	Q Science (General)
Online Access:	http://irep.iium.edu.my/29795/ http://irep.iium.edu.my/29795/2/Advanced_control_technique_for_substrate_feed_rate_regulation_of_a_fed_batch_fermentation.pdf

id	iium-29795
recordtype	eprints
spelling	iium-297952014-07-17T04:46:33Z http://irep.iium.edu.my/29795/ Advanced control technique for substrate feed rate regulation of a feed batch fermentation Rashid, Muhammad Mahbubur Hizbullah, MD Mohammad , Noor Khan, M Jakir H Q Science (General) In this paper, an advanced control technique for substrate feed rate regulation of fed batch fermentation is developed. It is reliable in dealing with possible variations in the process condition. In this study, neural network and fuzzy logic methods are used in the design. As a case study, the baker’s yeast production process is chosen to test these controllers. The evaluation of the performance of the designed controllers is carried out through computer simulation. To obtain a reliable assessment, the results are then compared with those of the PI controller. The results have shown that the proposed approaches can be successfully applied to regulate of fed-batch fermentation to improve the operation of such processes. Academic journal Inc 2012 Article PeerReviewed application/pdf en http://irep.iium.edu.my/29795/2/Advanced_control_technique_for_substrate_feed_rate_regulation_of_a_fed_batch_fermentation.pdf Rashid, Muhammad Mahbubur and Hizbullah, MD and Mohammad , Noor and Khan, M Jakir H (2012) Advanced control technique for substrate feed rate regulation of a feed batch fermentation. Asian Journal of Biotechnology, 7 (1). pp. 1-15. ISSN 1815-9923
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	Q Science (General)
spellingShingle	Q Science (General) Rashid, Muhammad Mahbubur Hizbullah, MD Mohammad , Noor Khan, M Jakir H Advanced control technique for substrate feed rate regulation of a feed batch fermentation
description	In this paper, an advanced control technique for substrate feed rate regulation of fed batch fermentation is developed. It is reliable in dealing with possible variations in the process condition. In this study, neural network and fuzzy logic methods are used in the design. As a case study, the baker’s yeast production process is chosen to test these controllers. The evaluation of the performance of the designed controllers is carried out through computer simulation. To obtain a reliable assessment, the results are then compared with those of the PI controller. The results have shown that the proposed approaches can be successfully applied to regulate of fed-batch fermentation to improve the operation of such processes.
format	Article
author	Rashid, Muhammad Mahbubur Hizbullah, MD Mohammad , Noor Khan, M Jakir H
author_facet	Rashid, Muhammad Mahbubur Hizbullah, MD Mohammad , Noor Khan, M Jakir H
author_sort	Rashid, Muhammad Mahbubur
title	Advanced control technique for substrate feed rate regulation of a feed batch fermentation
title_short	Advanced control technique for substrate feed rate regulation of a feed batch fermentation
title_full	Advanced control technique for substrate feed rate regulation of a feed batch fermentation
title_fullStr	Advanced control technique for substrate feed rate regulation of a feed batch fermentation
title_full_unstemmed	Advanced control technique for substrate feed rate regulation of a feed batch fermentation
title_sort	advanced control technique for substrate feed rate regulation of a feed batch fermentation
publisher	Academic journal Inc
publishDate	2012
url	http://irep.iium.edu.my/29795/ http://irep.iium.edu.my/29795/2/Advanced_control_technique_for_substrate_feed_rate_regulation_of_a_fed_batch_fermentation.pdf
first_indexed	2023-09-18T20:43:46Z
last_indexed	2023-09-18T20:43:46Z
_version_	1777409538586050560

Advanced control technique for substrate feed rate regulation of a feed batch fermentation

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