1. Identification of bioprocesses using Genetic Algorithm
- Author
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S. Renganathan, C. Gokulnath, and M. Ranganath
- Subjects
Recursive least squares filter ,Nonlinear system ,Identification (information) ,Mathematical optimization ,Genetic algorithm ,Bioreactor ,Biochemical engineering ,Industrial and production engineering ,Applied Microbiology and Biotechnology ,Biotechnology ,Mathematics - 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.
- Published
- 1999
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