Multi-objective optimal control of chemical processes using ACADO toolkit

作者：Logist F; Vallerio M; Houska B; Diehl M; Van Impe J^*

来源：Computers & Chemical Engineering, 2012, 37: 191-199.

DOI：10.1016/j.compchemeng.2011.11.002

• Multi-objective optimisation
• Dynamic optimisation
• Optimal control
• Open source
• Pareto set

Many practical chemical engineering problems involve the determination of optimal trajectories given multiple and conflicting objectives. These conflicting objectives typically give rise to a set of Pareto optimal solutions. To enhance real-time decision making efficient approaches are required for determining the Pareto set in a fast and accurate way. Hereto, the current paper illustrates the use of the freely available toolkit ACADO Multi-Objective (www.acadotoolkit.org) on several chemical examples. The rationale behind ACADO Multi-Objective is the integration of direct optimal control methods with scalarisation-based multi-objective methods enabling the exploitation of fast deterministic gradient-based optimisation routines.

• 出版日期2012-2-10