Design of enzymatic cascade reactors through multi-objective dynamic optimization

被引:10
|
作者
Paschalidis, Leandros [1 ,3 ]
Beer, Barbara [2 ,3 ]
Sutiono, Samuel [2 ,3 ]
Sieber, Volker [2 ,3 ,4 ,5 ]
Burger, Jakob [1 ,3 ]
机构
[1] Tech Univ Munich, Lab Chem Proc Engn, Campus Straubing Biotechnol & Sustainabil, D-94315 Straubing, Germany
[2] Tech Univ Munich, Chair Chem Biogen Resources, Campus Straubing Biotechnol & Sustainabil, D-94315 Straubing, Germany
[3] Tech Univ Munich, SynBioFoundry TUM, Campus Straubing Biotechnol & Sustainabil, D-94315 Straubing, Germany
[4] Tech Univ Munich, Catalyt Res Ctr, Ernst Otto Fischer Str 1, D-85748 Garching, Germany
[5] Univ Queensland, Sch Chem & Mol Biosci, 68 Copper Rd, St Lucia, Qld 4072, Australia
关键词
alpha-Ketoglutarate; Enzymatic cascade reactor; Pyomo; Dynamic optimization; Optimal control; Multi-objective optimization; ALPHA-KETOGLUTARIC ACID; DECISION-SUPPORT; IMPLEMENTATION; BIOREACTORS; CHALLENGES; NAVIGATION; CATALYSIS;
D O I
10.1016/j.bej.2022.108384
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
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 alpha-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.
引用
收藏
页数:9
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