TY - JOUR
T1 - Design of enzymatic cascade reactors through multi-objective dynamic optimization
AU - Paschalidis, Leandros
AU - Beer, Barbara
AU - Sutiono, Samuel
AU - Sieber, Volker
AU - Burger, Jakob
N1 - Publisher Copyright:
© 2022 Elsevier B.V.
PY - 2022/4
Y1 - 2022/4
N2 - Multi-enzymatic cascade reactions have gathered a lot of interest lately because of their potential for sustainable production of chemicals. In this paper, model-based, multi-objective, dynamic optimization is applied to the design of an enzymatic cascade reactor that produces α-ketoglutarate. Pareto-optimal process schedules, which are best compromises between space-time yield, enzyme consumption and cofactor consumption, are determined and visualized. Depending on the importance of the individual objectives, the optimal process schedules vary. It is demonstrated, that multi-objective optimization is a valuable tool for the development of enzymatic cascades. It provides decision support for making further experiments, finding bottlenecks in the cascade, and choosing an optimal process schedule for the production.
AB - Multi-enzymatic cascade reactions have gathered a lot of interest lately because of their potential for sustainable production of chemicals. In this paper, model-based, multi-objective, dynamic optimization is applied to the design of an enzymatic cascade reactor that produces α-ketoglutarate. Pareto-optimal process schedules, which are best compromises between space-time yield, enzyme consumption and cofactor consumption, are determined and visualized. Depending on the importance of the individual objectives, the optimal process schedules vary. It is demonstrated, that multi-objective optimization is a valuable tool for the development of enzymatic cascades. It provides decision support for making further experiments, finding bottlenecks in the cascade, and choosing an optimal process schedule for the production.
KW - Dynamic optimization
KW - Enzymatic cascade reactor
KW - Multi-objective optimization
KW - Optimal control
KW - Pyomo
KW - α-Ketoglutarate
UR - http://www.scopus.com/inward/record.url?scp=85126025135&partnerID=8YFLogxK
U2 - 10.1016/j.bej.2022.108384
DO - 10.1016/j.bej.2022.108384
M3 - Article
AN - SCOPUS:85126025135
SN - 1369-703X
VL - 181
JO - Biochemical Engineering Journal
JF - Biochemical Engineering Journal
M1 - 108384
ER -