Title :
Hybrid modeling for the interdisciplinary design of more affordable systems
Author :
Poindexter, James W. ; Shumaker, Gerald R. ; Stucke, Brian A.
Author_Institution :
Res. Lab., Wright-Patterson AFB, OH, USA
Abstract :
This paper will address current results and future requirements for system modeling and simulation with an emphasis on enhancing physics-based shop floor models while developing a common data model to support the integration of shape, material, process and performance characteristics. A method of “interdigitation”, which tightly couples an engineers´ domain specific knowledge with domain independent search techniques such as numerical optimization, genetic algorithms and simulated annealing, leverages the strengths of each technique to provide a more holistic approach to system design. Development of systems for the US Department of Defense is particularly considered
Keywords :
CAD/CAM; digital simulation; optimisation; search problems; US Department of Defense; domain specific; genetic algorithms; holistic approach; hybrid modeling; interdigitation; interdisciplinary design; numerical optimization; physics-based shop floor models; search techniques; simulated annealing; Analytical models; Collaboration; Cost function; Data engineering; Design engineering; Design optimization; Knowledge engineering; Manufacturing processes; Performance analysis; Virtual manufacturing;
Conference_Titel :
Intelligent Processing and Manufacturing of Materials, 1999. IPMM '99. Proceedings of the Second International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-5489-3
DOI :
10.1109/IPMM.1999.791543