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
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Online Access:http://irep.iium.edu.my/29795/2/Advanced_control_technique_for_substrate_feed_rate_regulation_of_a_fed_batch_fermentation.pdf
http://irep.iium.edu.my/29795/
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spelling my.iium.irep.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 REM 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
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
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/29795/2/Advanced_control_technique_for_substrate_feed_rate_regulation_of_a_fed_batch_fermentation.pdf
http://irep.iium.edu.my/29795/
_version_ 1643609760130400256
score 13.214089