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
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;
Conference_Titel :
Intelligent Computing and Intelligent Systems (ICIS), 2010 IEEE International Conference on
Conference_Location :
Xiamen
Print_ISBN :
978-1-4244-6582-8
DOI :
10.1109/ICICISYS.2010.5658260