Response surface methodology for the optimization of extraction processes

Varghese, Eldho (2024) Response surface methodology for the optimization of extraction processes. In: Course Manual: ICAR Winter School on Harnessing Recent Advances in High-Value Compound Development and Seaweed Biomass Utilization for Human Well-being: Propelling Atmanirbhar Swastha Bharat and Empowering Farmers 15th February to 06th March 2024. CMFRI Training Manual Series (38). ICAR- Central Marine Fisheries Research Institute, Kochi, pp. 504-525.

Text ICAR Sponsored Winter School_2024_Ch 40_Eldho Varghese.pdf Download (1MB)

Abstract

RSM involves setting up experiments, determining a model that fits the data, and finding optimal settings for experimental factors. The text also introduces response surface designs, factorial designs, and mixture designs for experimentation and optimization. The stages of implementing RSM, including fixing objectives, screening, regression modeling, experimentation, model building, optimization, and verification, are detailed. The text concludes with case studies illustrating the application of RSM in food processing and mixture design for dark chocolate production. Additionally, information on constructing response surface designs using software and an overview of the stages of RSM implementation are provided.

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