Design of Dynamic Experiments versus model-based optimization of batch crystallization processes

IFAC Proceedings Volumes (IFAC-PapersOnline)

Volumn 44, Issue 1 PART 1, 2011, Pages 14019-14024

  Fiordalis, Andrew ^a   Georgakis, Christos ^a  

^a Tufts University   (United States)

Author keywords

Batch crystallization; Design of Experiments; Optimization

Indexed keywords

CRYSTALLIZATION; OPTIMIZATION;

BATCH COOLING CRYSTALLIZATION; BATCH CRYSTALLIZATION; BATCH CRYSTALLIZATION PROCESS; DATA-DRIVEN APPROACH; DATA-DRIVEN OPTIMIZATION; FIRST PRINCIPLES MODELS; MODEL BASED OPTIMIZATION; OBJECTIVE FUNCTIONS;

DESIGN OF EXPERIMENTS;

EID: 84866760299     PISSN: 14746670     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3182/20110828-6-IT-1002.01251     Document Type: Conference Paper

References (14)

1. K.L. Choong and R. Smith. Optimization of batch cooling crystallization. Chemical Engineering Science, 59(2):313-327, 2004.
2. S.H. Chung, D.L. Ma, and R.D. Braatz. Optimal seeding in batch crystallization. Canadian Journal of Chemical Engineering, 77 (3):590-596, 1999.
3. C. Georgakis. A model-free methodology for the optimization of batch processes: Design of dynamic experiments. IFAC Symposium on Advanced Control of Chemical Processes, Jul 2009.
4. Q. Hu, S. Rohani, and A. Jutan. Modelling and optimization of seeded batch crystallizers. Computers and Chemical Engineering, 29(4):911-918, 2005.
5. H.M. Hulburt and S. Katz. Some problems in particle technology. a statistical mechanical formulation. Chemical Engineering Science, 19(8):555-574, 1964.
6. Y.-D. Lang and L.T. Biegler. A software environment for simultaneous dynamic optimization. Computers and Chemical Engineering, 31(8):931-942, 2007.
7. Y.-D. Lang, A.M. Cervantes, and L.T. Biegler. Dynamic optimization of a batch cooling crystallization process. Industrial and Engineering Chemistry Research, 38(4):1469-1477, 1999.
8. D.C. Montgomery. Design and Analysis of Experiments. John Wiley & Sons, Inc., 6th edition, 2005.
9. R.H. Myers and D.C. Montgomery. Response Surface Methodology: Process and Product Optimization Using Design of Experiments. John Wiley & Sons, Inc., 1995.
10. Z.K. Nagy, M. Fujiwara, and R.D. Braatz. Modelling and control of combined cooling and antisolvent crystallization processes. Journal of Process Control, 18(9):856-864, 2008.
11. D. Sarkar, S. Rohani, and A. Jutan. Multi-objective optimization of seeded batch crystallization processes. Chemical Engineering Science, 61(16):5282-5295, 2006.
12. J.D. Ward, D.A. Mellichamp, and M.F. Doherty. Choosing an operating policy for seeded batch crystallization. AIChE Journal, 52(6):2046-2054, 2006.
13. J. Worlitschek and M. Mazzotti. Model-based optimization of particle size distribution in batch-cooling crystallization of paracetamol. Crystal Growth and Design, 4(5):891-903, 2004.
14. W. Xie, S. Rohani, and A. Phoenix. Dynamic modeling and operation of a seeded batch cooling crystallizer. Chemical Engineering Communications, 187:229-249, 2001.