The paper illustrates a new way of using the CARSO procedure for response surfaces analyses derived from innovative experimental designs in multivariate spaces, based on Double Circulant Matrices (DCMs). We report a case study regarding a design based on a DCM for 4 variables. The final response surface model is obtained by the formerly developed CARSO method.
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Cruciani, G., Clementi, S., Pitea, D., Lasagni, M. and Todeschini, R. (1991) A Chemometric Approach for Evaluating the Efficiency of a Pilot Plant for MSW Combustion. Chemosphere, 23, 1407-1416.
http://dx.doi.org/10.1016/0045-6535(91)90165-A
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Clementi, S., Cruciani, G., Pastor, M. and Lundstedt, T. (2000) Series Design in Synthetic Chemistry. In Gualtieri, F., Ed., New Trends in Synthetic Medicinal Chemistry, Vol. 7, Wiley-VCH, Weinheim, 17-37.
http://dx.doi.org/10.1002/9783527613403.ch2
Baroni, M., Benedetti, P., Fraternale, S., Scialpi, F., Vix, P. and Clementi, S. (2003) The CARSO Procedure in Process Optimization. Journal of Chemometrics, 17, 9-15. http://dx.doi.org/10.1002/cem.772
Bazzurri, M. (2012) Modelli teorici per la progettazione sperimentale finalizzata alla ottimizzazione di processo e di prodotto (Theoretical Models for Experimental Design to be Used for Process and Product Optimization). Bachelor Thesis, University of Perugia, Perugia.
