Parallel Scheduling for Evolving Manufacturing Systems
New approaches in the design of manufacturing systems, such as adaptive and service-oriented manufacturing systems or self-optimizing resources introduce new degrees of freedom into manufacturing control. Fast adaptation to quickly changing market requirements and new objectives summarized by the term sustainability are the main drivers of these new concepts. The resulting research question is how human de- cision makers can exploit the high adaptability of these new manufacturing systems in accordance to the current require- ments arising from the market. This contribution reviews a scheduling model suitable to meet the requirements of the new class of manufacturing systems, called evolving manufacturing systems. To solve scheduling problems defined by this model a multiobjective evolutionary approach is suggested and a suitable problem encoding and corresponding evolutionary operators are introduced. To consider the operative character of scheduling, a practicable parallelization strategy suitable for modern CPU designs is introduced.
Benjamin Kl(o)pper Jan Patrick Pater Wilhelm Dangelmaier
Heinz Nixdorf Institute, University of Paderborn
国际会议
IEEE 10th International Conference on Industrial Informatics(第十届IEEE工业信息学国际学术会议 INDIN2012)
北京
英文
1086-1091
2012-07-25（万方平台首次上网日期，不代表论文的发表时间）