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Identification of bioprocesses using Genetic Algorithm

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Abstract

In this paper, Genetic Algorithm (GA) is used for identifying two bioprocesses. Bioprocesses are highly nonlinear systems and hence conventional techniques such as Recursive Least Squares (RLS) cannot be used to identify these systems. Systems chosen for identification are fed batch fermentor and bioreactor. Simulation results are presented for the above cases and are found to be satisfactory.

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Authors and Affiliations

  1. School of Instrumentation and Electronics, MIT Campus, Anna University, Chennai (Madras) India, , , , , , IN

    M. Ranganath, S. Renganathan & C. Gokulnath

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  1. M. Ranganath
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  2. S. Renganathan
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  3. C. Gokulnath
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Received: 18 August 1998

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Ranganath, M., Renganathan, S. & Gokulnath, C. Identification of bioprocesses using Genetic Algorithm. Bioprocess Engineering 21, 123–127 (1999). https://doi.org/10.1007/s004490050651

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  • DOI: https://doi.org/10.1007/s004490050651

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