Benchmarking flexible job-shop scheduling and control systems

被引:81
作者
Trentesaux, Damien [1 ,2 ]
Pach, Cyrille [1 ,2 ]
Bekrar, Abdelghani [1 ,2 ]
Sallez, Yves [1 ,2 ]
Berger, Thierry [1 ,2 ]
Bonte, Therese [1 ,2 ]
Leitao, Paulo [3 ,4 ]
Barbosa, Jose [1 ,2 ]
机构
[1] Univ Lille Nord France, F-59000 Lille, France
[2] UVHC, TEMPO Res Ctr, F-59313 Valenciennes, France
[3] Polytech Inst Braganca, P-5301857 Braganca, Portugal
[4] LIACC Artificial Intelligence & Comp Sci Lab, P-4169007 Oporto, Portugal
关键词
Benchmarking; Flexible job-shop; Scheduling; Optimization; Simulation; Control; MANUFACTURING SYSTEMS; TARDINESS; EARLINESS;
D O I
10.1016/j.conengprac.2013.05.004
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Benchmarking is comparing the output of different systems for a given set of input data in order to improve the system's performance. Faced with the lack of realistic and operational benchmarks that can be used for testing optimization methods and control systems in flexible systems, this paper proposes a benchmark system based on a real production cell. A three-step method is presented: data preparation, experimentation, and reporting. This benchmark allows the evaluation of static optimization performances using traditional operation research tools and the evaluation of control system's robustness faced with unexpected events. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1204 / 1225
页数:22
相关论文
共 27 条
[1]   Multi-objective scheduling of dynamic job shop using variable neighborhood search [J].
Adibi, M. A. ;
Zandieh, M. ;
Amiri, M. .
EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (01) :282-287
[2]  
[Anonymous], 1998, Optima
[3]  
[Anonymous], 1998, NetLogo Flocking model
[4]  
Azardoost B. E., 2011, P 2011 INT C IND ENG
[5]   OR-LIBRARY - DISTRIBUTING TEST PROBLEMS BY ELECTRONIC MAIL [J].
BEASLEY, JE .
JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 1990, 41 (11) :1069-1072
[6]  
Brandimarte P., 1993, Annals of Operations Research, V41, P157, DOI 10.1007/BF02023073
[7]   Evaluating alternative manufacturing control strategies using a benchmark system [J].
Brennan, RW ;
O, W .
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE, 2002, 216 (06) :927-932
[8]   Benchmarking the performance of manufacturing control systems: design principles for a web-based simulated testbed [J].
Cavalieri, S ;
Macchi, M ;
Valckenaers, P .
JOURNAL OF INTELLIGENT MANUFACTURING, 2003, 14 (01) :43-58
[9]   Control theoretic model using PID controller for just-in-time production scheduling [J].
Cho, Sohyung ;
Lazaro, Alfonso .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2010, 51 (5-8) :699-709
[10]  
Conway RW, 1967, THEORY SCHEDULING