A partial Granger causality based method for analysis of parameter interactions in bioreactors

作者: Ritesh Krishna , Satyadarshi Nanda , Abhijit Kulkarni , Sangameshwar Patil

DOI: 10.1016/J.COMPCHEMENG.2010.07.013

关键词:

摘要: In this article, we utilize the concept of partial Granger causality to study penicillin production process under several operating conditions. We propose a graph-theoretic template (causal network) based method for intelligent monitoring. validate our results with aid existing knowledge and available literature. The proposed is quite general can be extended analyze physical, chemical or biological systems.

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