Model-based self-optimization for manufacturing systems

Author

Thombansen, U. ; Schuettler, J. ; Auerbach, T. ; Beckers, Markus ; Buchholz, G. ; Eppelt, U. ; Gloy, Y. ; Fritz, P. ; Kratz, Sascha ; Lose, J. ; Molitor, T. ; Ressmann, A. ; Schreiber, Andreas ; Veselovac, D. ; Willms, K. ; Gries, Thomas ; Michaeli, W. ;

Author_Institution

Fraunhofer Inst. for Laser Technol. (ILT), Aachen, Germany

fYear

2011

Firstpage

1

Lastpage

9

Abstract

This paper describes an approach to self-optimization for manufacturing systems that addresses the plan - value orientation of the polylemma of production for high wage countries. The scope of the work comprises research on cognition for technical systems as well as transfer of process knowledge into machine readable form oriented towards product quality. Based on a meta-model approach, specialized processing of data from several information sources allows determination of the operating point and optimization potential considering the operating domain. Consequently, information-processing sensor actuator systems are implemented that adapt to optimized internal objectives and the current process status to ensure meeting of predefined external objectives.

Keywords

actuators; knowledge management; manufacturing systems; sensors; information-processing sensor actuator systems; manufacturing processes; manufacturing systems; meta-model approach; model-based self-optimization; process knowledge transfer; product quality; technical systems; Actuators; Computational modeling; Current measurement; Manufacturing processes; Measurement by laser beam; Process control; cognition; information-processing sensor actuator systems; manufacturing systems; meta-model; self-optimization;

fLanguage

English

Publisher

ieee

Conference_Titel

Concurrent Enterprising (ICE), 2011 17th International Conference on

Conference_Location

Aachen

Print_ISBN

978-1-4577-0772-8

Type

conf

Filename

6041279