Article
Dynamic Re-Optimization of a Fed-Batch Fermentor using Heuristic Dynamic Programming
Proceedings of the 1999 American Control Conference, 1999
Abstract
Traditionally, fed-batch biochemical process optimization and control uses complicated theoretical off-line optimizers, with no online model adaptation or re-optimization. This study demonstrates the applicability, effectiveness, and economic potential of a simple phenomenological model for modeling, and an adaptive critic design, heuristic dynamic programming, for online re-optimization and control of an aerobic fed-batch fermentor. The results are compared with those obtained using a heuristic random optimizer
Meeting Name
1999 American Control Conference, 1999
Department(s)
Electrical and Computer Engineering
Keywords and Phrases
- Adaptive Critic Design,
- Aerobic Fermentor,
- Biochemical Process,
- Biocontrol,
- Chemical Industry,
- Dynamic Optimization,
- Dynamic Programming,
- Fed-Batch Fermentation,
- Fermentation,
- Heuristic Programming,
- Process Control,
- Real-Time Systems
Document Type
Article - Conference proceedings
Document Version
Final Version
File Type
text
Language(s)
English
Rights
© 1999 Institute of Electrical and Electronics Engineers (IEEE), All rights reserved.
Publication Date
1-1-1999
Publication Date
01 Jan 1999
Disciplines
Citation Information
Donald C. Wunsch and M. S. Iyer. "Dynamic Re-Optimization of a Fed-Batch Fermentor using Heuristic Dynamic Programming" Proceedings of the 1999 American Control Conference, 1999 (1999) Available at: http://works.bepress.com/donald-wunsch/206/