کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
172911 | 458568 | 2012 | 9 صفحه PDF | دانلود رایگان |
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.
► Fast & accurate generation of Pareto sets for dynamic chemical processes.
► Implementation in open source toolkit called ACADO Multi-Objective.
► Combine direct optimal control methods (single & multiple shooting) & scalarisation multi-objective methods (NBI, NNC & ENNC).
Journal: Computers & Chemical Engineering - Volume 37, 10 February 2012, Pages 191–199