Centre for Modeling and Simulation
Savitribai Phule Pune University All Models Are False, Some Are Useful

Technical Report CMS-TR-20120705


Title Dynamic Optimization of Fed Batch Reactors using Biogeography-Based Optimization
Author/s Sarvesh Nikumbh
Centre for Modeling and Simulation, Savitribai Phule Pune University, Pune 411 007 India


Shameek Ghosh
Centre for Development of Advanced Computing, Pune, INDIA


Mahesh Chindhe
Department of Computer Science, Savitribai Phule Pune University, Pune 411 007 India


and

V.K. Jayaraman
Centre for Development of Advanced Computing, Pune, INDIA
Abstract Large scale fed batch operations are industrially important in agricultural and pharmaceutical sectors. In fed-batch operations we need to optimize the flow rates of rate limiting substrates to maximize the required performance index. Dynamic optimization of the feed rate pro les renders the problem quite complex and needs intelligent techniques. In this context, evolutionary algorithms have proven to be very useful. We thus introduce the application of a recently proposed Biogeography-based Optimization technique for two fed-batch bioreactor based dynamic optimization problems. In the process, we demonstrate that BBO can achieve performance indices in close agreement to the published results in the literature.
Keywords
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Citing This Document Sarvesh Nikumbh, Shameek Ghosh, Mahesh Chindhe, and V.K. Jayaraman , Dynamic Optimization of Fed Batch Reactors using Biogeography-Based Optimization . Technical Report CMS-TR-20120705 of the Centre for Modeling and Simulation, Savitribai Phule Pune University, Pune 411007, India (2012); available at http://cms.unipune.ernet.in/reports/.
Notes, Published Reference, Etc. Published as book chapter in a special issue on Applications of Metaheuristics in Process Engineering
Contact sarvesh AT cms.unipune.ernet.in
Supplementary Material


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