DocumentCode
3438967
Title
Improving the performance of a batch reactor using orthogonal collocation dynamic optimization method
Author
Yazdani, A.R. ; Jazayeri-Rad, H.
Author_Institution
Dept. of Instrum. & Autom., Pet. Univ. of Technol., Ahwaz, Iran
Volume
3
fYear
2010
fDate
29-31 Oct. 2010
Firstpage
552
Lastpage
557
Abstract
Since batch reactors are utilized to produce a wide variety of specialty and valuable products, there is a growing interest to optimize batch operation to achieve high quality and purity products while minimizing the production of the undesired by-products. In this work the on-line dynamic optimization algorithms based on the orthogonal collocation on finite elements is employed to modify the inlet jacket temperature of a batch reactor in order to maximize the concentration of the desired product. An extended Kalman filter (EKF) is incorporated to estimate the uncertain parameters. Simulation results indicate that the proposed strategy improves the performance of batch reactor compared to the method where the optimal inlet jacket temperature is pre-determined.
Keywords
Kalman filters; batch processing (industrial); chemical reactors; finite element analysis; optimisation; batch operation optimization; batch reactors; chemical products industries; extended Kalman filter; finite element method; orthogonal collocation dynamic optimization method; parameter estimation; performance improvement; product quality; Computational modeling; Inductors; batch processes; extended Kalman filter; on-line dynamic optimization; orthogonal collocation; parameter estimation;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Computing and Intelligent Systems (ICIS), 2010 IEEE International Conference on
Conference_Location
Xiamen
Print_ISBN
978-1-4244-6582-8
Type
conf
DOI
10.1109/ICICISYS.2010.5658260
Filename
5658260
Link To Document