Benchmarking flexible job-shop scheduling and control systems |
| |
Authors: | Damien Trentesaux Cyrille Pach Abdelghani Bekrar Yves Sallez Thierry Berger Thérèse Bonte Paulo Leitão José Barbosa |
| |
Affiliation: | 1. University Lille Nord de France, F-59000 Lille, France;2. UVHC, TEMPO Research Center, F-59313 Valenciennes, France;3. Polytechnic Institute of Bragança, Campus Sta Apolonia, Apartado 1134, 5301-857 Bragança, Portugal;4. LIACC—Artificial Intelligence and Computer Science Laboratory, R. Campo Alegre 102, 4169-007 Porto, Portugal |
| |
Abstract: | 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. |
| |
Keywords: | Benchmarking Flexible job-shop Scheduling Optimization Simulation Control |
本文献已被 ScienceDirect 等数据库收录! |
|