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Global sensitivity analysis and uncertainty quantification for complex chemical processes
Process Systems Design and Control Laboratory, School of Chemical Engineering, Yeungnam University Dae-dong 214-1, Gyeongsan , Rep. of KOREA Phone: , Fax: ,
MOTIVATION
Uncertainties are inevitable when simulating and modeling chemical processes and can significantly affect safety, consistency, and decision making. This study focuses on the development of an efficient two-stage approach of global sensitivity analysis and uncertainty quantification for output performance of a complex chemical process with large number of uncertainties. The proposed approach provides an effective solution of challenging issues in computational efforts for global sensitivity analysis and uncertainty quantification of complex chemical processes.
INTRODUCTION