Research • Reports | Announcements | Moodle
© Centre for Modeling & Simulation, Savitribai Phule Pune University
| 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 VK 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 | |
| Download | Book Chapter |
| Citing This Document | Sarvesh Nikumbh, Shameek Ghosh, Mahesh Chindhe, and VK 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.ac.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.ac.in |
| Supplementary Material |