An accelerated MIP model for the single machine scheduling with preventive maintenance

被引:9
作者
Souissi, Omar [1 ]
Benmansour, Rachid [2 ]
Artiba, Abdelhakim [2 ]
机构
[1] Univ Technol Troyes, Troyes, France
[2] Univ Valenciennes, Famars, France
来源
IFAC PAPERSONLINE | 2016年 / 49卷 / 12期
关键词
Single machine scheduling; Preventive Maintenance; Production; Algorithm; MIP; Hybrid approach; PARALLEL; TARDINESS; JOBS;
D O I
10.1016/j.ifacol.2016.07.915
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
One of the key requirements for progress in supply chain and manufacturing management is to optimize conjointly production and maintenance scheduling. The main observation we made while reviewing the literature is the lack of approaches that yield the inter-dependence of those activities. This research investigates the single machine scheduling problem tacking into account preventive maintenance failures failures. In this paper we propose an hybrid approach which coraltine a mixed integer program and the well Known LPT (longest processing time first) heuristic in order to solve this problem. A simulation approaches also is proposed to deal with the stochastic failures. We developed a simulation model in order to assess the performance of these approaches.
引用
收藏
页码:1945 / 1949
页数:5
相关论文
共 18 条
[1]  
[Anonymous], APIIJESA
[2]   A production and maintenance planning model for the process industry [J].
Ashayeri, J ;
Teelen, A ;
Selen, W .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1996, 34 (12) :3311-3326
[3]  
Barlow R.E., 1996, MATH THEORY RELIABIL, V17
[4]  
Benmansour R., 2012, 9 INT C MOD OPT SIMU
[5]   Minimizing the weighted sum of maximum earliness and maximum tardiness costs on a single machine with periodic preventive maintenance [J].
Benmansour, Rachid ;
Allaoui, Hamid ;
Artiba, Abdelhakim ;
Hanafi, Said .
COMPUTERS & OPERATIONS RESEARCH, 2014, 47 :106-113
[6]   Bi-objective optimization algorithms for joint production and maintenance scheduling: application to the parallel machine problem [J].
Berrichi, A. ;
Amodeo, L. ;
Yalaoui, F. ;
Chatelet, E. ;
Mezghiche, M. .
JOURNAL OF INTELLIGENT MANUFACTURING, 2009, 20 (04) :389-400
[7]   Efficient bi-objective ant colony approach to minimize total tardiness and system unavailability for a parallel machine scheduling problem [J].
Berrichi, Ali ;
Yalaoui, Farouk .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2013, 68 (9-12) :2295-2310
[8]  
Graham R. L., 1969, SIAM J APPL MATH
[9]  
Graves GH, 1999, NAV RES LOG, V46, P845, DOI 10.1002/(SICI)1520-6750(199910)46:7<845::AID-NAV6>3.0.CO
[10]  
2-#