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...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Academic journal Inc
2012
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| Subjects: | |
| 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 |
| _version_ | 1848780190241521664 |
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| 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 |
| building | IIUM Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-14T15:29:44Z |
| format | Article |
| id | iium-29795 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T15:29:44Z |
| publishDate | 2012 |
| publisher | Academic journal Inc |
| recordtype | eprints |
| repository_type | Digital Repository |
| 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 |
| 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 |
| title | 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_short | 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 |
| topic | Q Science (General) |
| 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 |