Title :
Formulation and a Simulation-Based Algorithm for Line-Side Buffer Assignment Problem in Systems of General Assembly Line With Material Handling
Author :
Yan, Chao-Bo ; Zhao, Qianchuan ; Huang, Ningjian ; Xiao, Guoxian ; Li, Jingshan
Author_Institution :
Dept. of Autom., Tsinghua Univ., Beijing, China
Abstract :
In systems of general assembly line with material handling, line-side buffers need to be carefully assigned to a limited number of material delivers (drivers) for part delivery to avoid production stoppage due to material shortage. Such a problem is referred to as line-side buffer assignment problem (LBAP). In this paper, we focus on fixed zoning version of LBAP. We formulate the problem, prove its NP-hardness, and propose an algorithm based on two structural characteristics of the LBAP problem-one being the analogousness between our problem and the parallel machine scheduling (PMS) problem and the other being the monotonicity of the system throughput in the course of assigning line-side buffers to drivers. The developed algorithm globally converges with probability one when there exist feasible assignments. The algorithm is tested on a real system, and the results show that it is effective for solving the LBAP problem.
Keywords :
assembling; computational complexity; convergence; materials handling; probability; scheduling; NP-hardness; fixed zoning version; general assembly line; global convergence; line-side buffer assignment problem; material handling; parallel machine scheduling problem; probability; production stoppage avoidance; simulation-based algorithm; structural characteristics; Assembly systems; Automotive engineering; Chaos; Intelligent networks; Manufacturing automation; Materials handling; Parallel machines; Production systems; Scheduling algorithm; Throughput; General assembly line; NP-hard; line-side buffer assignment problem (LBAP); longest processing time (LPT) algorithm; material handling;
Journal_Title :
Automation Science and Engineering, IEEE Transactions on
DOI :
10.1109/TASE.2010.2046892