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A partial Granger causality based method for analysis of parameter interactions in bioreactors
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Krishna, Ritesh, Nanda, Satyadarshi, Kulkarni, Abhijit and Patil, Sangameshwar (2011) A partial Granger causality based method for analysis of parameter interactions in bioreactors. Computers & Chemical Engineering, Vol.35 (No.1). pp. 121-126. doi:10.1016/j.compchemeng.2010.07.013 ISSN 0098-1354.
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Official URL: http://dx.doi.org/10.1016/j.compchemeng.2010.07.01...
Abstract
In this article, we utilize the concept of partial Granger causality to study the penicillin production process under several operating conditions. We propose a graph-theoretic template (causal network) based method for intelligent process monitoring. We validate our results with the aid of existing knowledge and available literature. The proposed method is quite general and can be extended to analyze several physical, chemical or biological systems. (C) 2010 Elsevier Ltd. All rights reserved.
Item Type: | Journal Article | ||||
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Divisions: | Faculty of Science, Engineering and Medicine > Science > Computer Science | ||||
Journal or Publication Title: | Computers & Chemical Engineering | ||||
Publisher: | Pergamon | ||||
ISSN: | 0098-1354 | ||||
Official Date: | 2011 | ||||
Dates: |
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Volume: | Vol.35 | ||||
Number: | No.1 | ||||
Page Range: | pp. 121-126 | ||||
DOI: | 10.1016/j.compchemeng.2010.07.013 | ||||
Status: | Peer Reviewed | ||||
Publication Status: | Published | ||||
Access rights to Published version: | Restricted or Subscription Access |
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