Title :
Integrated operational techniques for efficient robotic batch manufacturing systems
Author :
Hoshino, Satoshi ; Seki, Hiroya ; Naka, Yuji ; Ota, Jun
Author_Institution :
Chem. Resources Lab., Tokyo Inst. of Technol., Yokohama, Japan
Abstract :
This paper focuses on a batch manufacturing system with multiple industrial robots. In this system, material-handling robots (MHRs) and material-processing robots (MPRs) are operating. Inappropriate operations of these robots might cause a bottleneck. In addition, a bottleneck is a constraint that dominates the entire system performance, that is, the productivity. Therefore, for an efficient system, these robots have to operate appropriately while relating to each other. This is a challenge in this study. We propose the following operational techniques: route planning approaches for the MHR and operation dispatching rules for the MPR on the basis of task-assignment to the robots that will reduce the effect of a bottleneck. Furthermore, reactive cooperation among the MPRs, so that the robots respond to a fluctuating heavy workload caused by the shifting bottleneck, is an essential operational technique. Throughout the simulation experiments, each combination of the operational techniques is examined; finally, the integrated operational techniques are shown.
Keywords :
batch processing (industrial); batch production systems; industrial robots; materials handling; production planning; productivity; integrated operational techniques; material-handling robots; material-processing robots; operational technique; productivity; robotic batch manufacturing systems; route planning; Batch production systems; Electronics industry; Machinery production industries; Manufacturing industries; Manufacturing processes; Robots; Semiconductor device manufacture; Statistical analysis; Support vector machine classification; Support vector machines;
Conference_Titel :
Assembly and Manufacturing, 2009. ISAM 2009. IEEE International Symposium on
Conference_Location :
Suwon
Print_ISBN :
978-1-4244-4627-8
Electronic_ISBN :
978-1-4244-4628-5
DOI :
10.1109/ISAM.2009.5376917