Istadi, I. and Saidina Amin, N.A. (2005) A hybrid numerical approach for multi-responses optimization of process parameters and catalyst compositions in CO2 OCM process over CaO-MnO/CeO2 catalyst. Chemical Engineering Journal, 106 . pp. 213-227. ISSN 1385-8947
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Available under License Creative Commons Attribution Non-commercial.
Official URL: http://dx.doi.org/10.1016/j.cej.2004.12.001
A new hybrid numerical approach, using Weighted Sum of Squared Objective Functions (WSSOF) algorithm, was developed for multiresponses optimization of carbon dioxide oxidative coupling of methane (CO2 OCM). The optimization was aimed to obtain optimal process parameters and catalyst compositions with high catalytic performances. The hybrid numerical approach combined the single-response modeling and optimization using Response Surface Methodology (RSM) and WSSOF technique of multi-responses optimization. The hybrid algorithm resulted in Pareto-optimal solutions and an additional criterion was proposed over the solutions to obtain a final unique optimal solution. The simultaneous maximum responses of C2 selectivity and yield were obtained at the corresponding optimal independent variables. The results of the multi-response optimization could be used to facilitate in recommending the suitable operating conditions and catalyst compositions for the CO2 OCM process.
|T Technology > TP Chemical technology
Q Science > QA Mathematics > QA75 Electronic computers. Computer science
T Technology > TD Environmental technology. Sanitary engineering
Q Science > QD Chemistry
Q Science > QC Physics
|Faculty of Engineering > Department of Chemical Engineering
Faculty of Engineering > Department of Chemical Engineering
|Dr. Istadi Istadi
|28 Apr 2009 19:55
|28 Apr 2009 19:55
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