Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Optimal Design of Laboratory and Pilot‐Plant Experiments Using Multiobjective Optimization
Performing an experimental design prior to the collection of data is in most circumstances important to ensure efficiency. The focus of this work is the combination of model‐based and statistical approaches to optimal design of experiments. The knowledge encoded in the model is used to identify the most interesting range for the experiments via a Pareto optimization of the most important conflicting objectives. Analysis of the trade‐offs found is in itself useful to design an experimental plan. This can be complemented using a factorial design in the most interesting part of the Pareto frontier.
Optimal Design of Laboratory and Pilot‐Plant Experiments Using Multiobjective Optimization
Performing an experimental design prior to the collection of data is in most circumstances important to ensure efficiency. The focus of this work is the combination of model‐based and statistical approaches to optimal design of experiments. The knowledge encoded in the model is used to identify the most interesting range for the experiments via a Pareto optimization of the most important conflicting objectives. Analysis of the trade‐offs found is in itself useful to design an experimental plan. This can be complemented using a factorial design in the most interesting part of the Pareto frontier.
Optimal Design of Laboratory and Pilot‐Plant Experiments Using Multiobjective Optimization
Forte, Esther (Autor:in) / von Harbou, Erik (Autor:in) / Burger, Jakob (Autor:in) / Asprion, Norbert (Autor:in) / Bortz, Michael (Autor:in)
Chemie Ingenieur Technik ; 89 ; 645-654
01.05.2017
10 pages
Aufsatz (Zeitschrift)
Elektronische Ressource
Englisch
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