Course Details
Subject {L-T-P / C} : BM3709 : Bioprocess Optimization Laboratory { 0-0-2 / 1}
Subject Nature : Practical
Coordinator : Prof. Kasturi Dutta
Syllabus
Full factorial designs for measuring all possible interactions, Fractional factorial designs for measuring limited interactions, Analysis of Variance, Generate an experimental design using excel, carry out and analysis of the experimental designs using excel, Generate Central composite designs (CCDs) with the Statistics and Machine Learning Toolbox function, Generate Box-Behnken designs (BBDs) with the Statistics and Machine Learning Toolbox function, Visualize results of experimental designs using Design of Experiments (DOE) plots such as interaction plot, main effects plot, multi variable plots. Demonstration of design expert and xlstat softwares. Demonstration of RSM in matlab.
Course Objectives
- Knowledge about optimization techniques
Course Outcomes
The student will learn the optimization techniques used in bioprocess
Essential Reading
- Myers, R.H., D. C. Montgomery, C. M. Anderson-Cook, Response Surface Methodology: Process and Product Optimization Using Designed experiments, wiley, 2015.
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Supplementary Reading
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