TY - JOUR
T1 - Application of mechanistic models to fermentation and biocatalysis for next-generation processes
AU - Gernaey, Krist
AU - Eliasson Lantz, Anna
AU - Tufvesson, Pär
AU - Woodley, John
AU - Sin, Gürkan
PY - 2010
Y1 - 2010
N2 - Mechanistic models are based on deterministic principles, and recently, interest in them has grown substantially. Herein we present an overview of mechanistic models and their applications in biotechnology, including future perspectives. Model utility is highlighted with respect to selection of variables required for measurement, control and process design. In the near future, mechanistic models with a higher degree of detail will play key roles in the development of efficient next-generation fermentation and biocatalytic processes. Moreover, mechanistic models will be used increasingly in the frame of multi-objective decision-making under uncertainty and to promote increased selectivity of products.
AB - Mechanistic models are based on deterministic principles, and recently, interest in them has grown substantially. Herein we present an overview of mechanistic models and their applications in biotechnology, including future perspectives. Model utility is highlighted with respect to selection of variables required for measurement, control and process design. In the near future, mechanistic models with a higher degree of detail will play key roles in the development of efficient next-generation fermentation and biocatalytic processes. Moreover, mechanistic models will be used increasingly in the frame of multi-objective decision-making under uncertainty and to promote increased selectivity of products.
U2 - 10.1016/j.tibtech.2010.03.006
DO - 10.1016/j.tibtech.2010.03.006
M3 - Journal article
C2 - 20416962
SN - 0167-7799
VL - 28
SP - 346
EP - 354
JO - Trends in Biotechnology
JF - Trends in Biotechnology
IS - 7
ER -