DSS approach for heterogeneous parallel machines scheduling considering proximate supply chain constraints

被引:3
作者
Azzamouri, Ahiam [1 ]
Bara, Najat [1 ]
Elfirdoussi, Sclwa [1 ]
Essaadi, Imane [1 ]
Fontane, Frederic [1 ,2 ]
Giard, Vincent [1 ,3 ]
机构
[1] Mohammed VI Polytech Univ, EMINES Sch Ind Management, Ben Guerir, Morocco
[2] PSL Res Univ, Mines Paris Tech, Paris, France
[3] PSL Res Univ, Paris Dauphine, Paris, France
关键词
decision support system; optimisation; scheduling; heterogeneous parallel processors; sequence dependent setup; non-availability constraints; supply chain; SEQUENCE-DEPENDENT SETUP; DECISION-SUPPORT-SYSTEM; MINIMIZE TOTAL TARDINESS; PRECEDENCE CONSTRAINTS; MAKESPAN MINIMIZATION; AVAILABILITY; ALGORITHM; TIMES; MODEL; JOBS;
D O I
10.1080/00207543.2019.1661539
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper describes the basis of a Decision Support System (DSS) designed to schedule fertiliser production orders to be delivered within time windows, in plants made up of multiple heterogeneous parallel processors (production lines), considering that fertiliser production rates and nomenclatures depend on lines, that setup times depend on sequence and lines, and taking into account downtime constraints (preventive maintenance horizontal ellipsis ). A mixed linear programming model is encapsulated in the DSS which considers the schedule's impacts, immediately upstream and downstream of plants in the supply chain. These side-effects may make the proposed solution unfeasible and the DSS helps redefining the problem to avoid them.
引用
收藏
页码:5502 / 5520
页数:19
相关论文
共 82 条
[1]   Scheduling under a common due-date on parallel unrelated machines [J].
Adamopoulos, GI ;
Pappis, CP .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1998, 105 (03) :494-501
[2]   Resource-constrained unrelated parallel machine scheduling problem with sequence dependent setup times, precedence constraints and machine eligibility restrictions [J].
Afzalirad, Mojtaba ;
Rezaeian, Javad .
COMPUTERS & INDUSTRIAL ENGINEERING, 2016, 98 :40-52
[3]  
ANDREANI E, 1967, REV ECON, V18, P840
[4]   Parallel machine total tardiness scheduling with a new hybrid metaheuristic approach [J].
Anghinolfi, Davide ;
Paolucci, Massimo .
COMPUTERS & OPERATIONS RESEARCH, 2007, 34 (11) :3471-3490
[5]  
[Anonymous], 1951, Cahiers du Seminaire d'Econometrie
[6]  
Azzamouri Ahlam, 2019, ICT for a Better Life and a Better World. The Impact of Information and Communication Technologies on Organizations and Society. Lecture Notes in Information Systems and Organisation (LNISO 30), P131, DOI 10.1007/978-3-030-10737-6_9
[7]   Due window scheduling with sequence-dependent setup on parallel machines using three hybrid metaheuristic algorithms [J].
Behnamian, J. ;
Zandieh, M. ;
Ghomi, S. M. T. Fatemi .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2009, 44 (7-8) :795-808
[8]   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
[9]   Progress in Web-based decision support technologies [J].
Bhargava, Hemant K. ;
Power, Daniel J. ;
Sun, Daewon .
DECISION SUPPORT SYSTEMS, 2007, 43 (04) :1083-1095
[10]   Parallel machine selection and job scheduling to minimize machine cost and job tardiness [J].
Cao, D ;
Chen, MY ;
Wan, GH .
COMPUTERS & OPERATIONS RESEARCH, 2005, 32 (08) :1995-2012