Internal Parallelism of Multi-objective Optimization and Optimal Control Based on a Compact Kinetic Model for the Catalytic Reaction of Dimethyl Carbonate with Alcohols

被引:1
|
作者
Koledina, Kamila F. [1 ,2 ]
Koledin, Sergey N. [2 ]
Nurislamova, Liana F. [2 ]
Gubaydullin, Irek M. [1 ,2 ]
机构
[1] RAS, UFRC, Inst Petrochem & Catalysis, Ufa, Russia
[2] Ufa State Petr Technol Univ, Ufa, Russia
基金
俄罗斯基础研究基金会;
关键词
Optimization; Multi-objective optimization; Optimal control; Dimethyl carbonate; Parameter identification; Kinetic modeling; SENSITIVITY-ANALYSIS; HYDROALUMINATION; MECHANISM;
D O I
10.1007/978-3-030-28163-2_17
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We develop and implement an algorithm for identifying the optimal conditions of catalytic reactions. The algorithm comprises: (i) a mathematical model of the chemical reaction, (ii) an analysis of the sensitivity of kinetic parameters, (iii) the construction of a compact kinetic model, (iv) the identification of optimization criteria for reaction conditions, (v) the determination of variable parameters, and (vi) the setup and solution of multi-objective optimization and optimal control problems. We use the constructed algorithm to model and optimize the catalytic reaction of dimethyl carbonate with alcohols. A compact kinetic model of this reaction is then applied to establish some optimization criteria, such as product yield and profitability criterion. We pose and solve the problems of multi-objective optimization and optimal control for the reaction conditions. For solving the optimal control problem, we suggest reducing the optimization procedure to a nonlinear programming problem. Finally, we determine the optimal conditions for attaining the specified criteria.
引用
收藏
页码:242 / 255
页数:14
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