Title :
Performance approximation and bottleneck identification in re-entrant lines
Author :
Liu, Yang ; Li, Jingshan ; Chiang, Shu-Yin
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Kentucky, Lexington, KY, USA
Abstract :
In this paper, we study a re-entrant line with unreliable exponential machines and finite buffers, operating under last buffer first serve scheduling policy. First, an approximation method is presented to estimate the throughput of the re-entrant line. Then, a system approach to identify bottleneck based on blockage and starvation information is proposed. It has been shown that the approximation method results in acceptable accuracy, and the bottleneck identification method could correctly detect the bottleneck in most cases.
Keywords :
approximation theory; scheduling; bottleneck identification; exponential machines; finite buffers; performance approximation method; reentrant lines; scheduling policy; starvation information; Analytical models; Approximation methods; Computational modeling; Computer simulation; Discrete event simulation; Job shop scheduling; Performance analysis; Semiconductor device manufacture; Throughput; Virtual manufacturing; Re-entrant lines; c-bottleneck; throughput;
Conference_Titel :
Robotics and Automation (ICRA), 2010 IEEE International Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
978-1-4244-5038-1
Electronic_ISBN :
1050-4729
DOI :
10.1109/ROBOT.2010.5509216