ZHANG, Hongwei, ZOUAOUI, Zoubir and LENNOX, Barry (2005). A COMPARATIVE STUDY OF SOFT-SENSING METHODS FOR FED-BATCH FERMENTATION PROCESSES. IFAC Proceedings Volumes, 38 (1), 55-60.
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Official URL: https://doi.org/10.3182/20050703-6-CZ-1902.02213
Link to published version:: https://doi.org/10.3182/20050703-6-CZ-1902.02213
Abstract
A comparative study of software sensors using Multiway Partial Least Squares and Extended Kalman Filters in an application to a fed-batch yeast fermentation process is presented. The MPLS theory is introduced firstly and then applied to a yeast fed-batch fermentation process to provide soft-sensing facilities. The soft-sensing capabilities of the MPLS approach are found to compare favourably with the results using EKF.
Item Type: | Article |
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Research Institute, Centre or Group - Does NOT include content added after October 2018: | Materials and Engineering Research Institute > Modelling Research Centre > Microsystems and Machine Vision Laboratory |
Identification Number: | https://doi.org/10.3182/20050703-6-CZ-1902.02213 |
Page Range: | 55-60 |
Depositing User: | Margaret Boot |
Date Deposited: | 07 Aug 2017 10:03 |
Last Modified: | 18 Mar 2021 17:15 |
URI: | https://shura.shu.ac.uk/id/eprint/15466 |
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