Planning and Multi-Objective Optimization of Manufacturing Processes by Means of Empirical Surrogate Models: v.71 (ISF Publications) - Softcover

Wagner, Tobias

 
9783802787751: Planning and Multi-Objective Optimization of Manufacturing Processes by Means of Empirical Surrogate Models: v.71 (ISF Publications)
Softcover
ISBN 10: 3802787757 ISBN 13: 9783802787751
Verlag: Vulkan-Verlag GmbH, 2013

Inhaltsangabe

This dissertation presents a methodology for planning of production processes. This methodology is based on kriging models and two approaches to the optimization of process chains. Extensions of the models for an application on noisy data are presented and assessed the improvements achieved by means of simulation studies. In addition, new criteria for a sequential design of experiments to the approach of the Paretofront, i.e. the set of optimal solutions of compromise with regard to the component properties and process parameters, are presented and compared with theoretical requirements and experimental results. These criteria allow it to benefit from the possibility of a local model refinement.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Reseña del editor

This dissertation presents a methodology for planning of production processes. This methodology is based on kriging models and two approaches to the optimization of process chains. Extensions of the models for an application on noisy data are presented and assessed the improvements achieved by means of simulation studies. In addition, new criteria for a sequential design of experiments to the approach of the Paretofront, i.e. the set of optimal solutions of compromise with regard to the component properties and process parameters, are presented and compared with theoretical requirements and experimental results. These criteria allow it to benefit from the possibility of a local model refinement.

Biografía del autor

Tobias Wagner, Technical University of Dortmund.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
Vulkan-Verlag GmbH
Erscheinungsdatum
2013
Sprache
Englisch
ISBN 10 
3802787757
ISBN 13 
9783802787751
Einband
Tapa blanda
Anzahl der Seiten
246
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar