An Integrated System for Production Scheduling in Steelmaking and Casting Plants

被引:22
作者
Fanti, Maria Pia [1 ]
Rotunno, Giuliana [1 ]
Stecco, Gabriella [2 ]
Ukovich, Walter [2 ]
Mininel, Stefano [2 ]
机构
[1] Polytech Bari, Elect & Informat Engn Dept, I-70126 Bari, Italy
[2] Univ Trieste, Dept Engn & Architecture, I-34128 Trieste, Italy
关键词
Optimization; simulation; steelmaking and casting scheduling; STEEL-MAKING PROCESS; INDUSTRY;
D O I
10.1109/TASE.2015.2477362
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents an integrated system (IS) devoted to solve the complex scheduling problems in steel-making and casting (SMC) plants. The presented IS is composed of four modules: data base, optimization, simulation modules, and the user interface. In particular, we develop the two main components of the IS: the optimization and simulation modules. The optimization module is based on a mixed-integer linear programming formulation with the objective of minimizing the makespan, i.e., the completion time of the last job. Moreover, a discrete-event simulation module is used to validate and assess the proposed schedules. By designing the IS for a real case study, we show how it can be applied off-line to schedule the daily operations of the SMC, as well as online in order to face unpredictable events such as failures and blocks of the machines.
引用
收藏
页码:1112 / 1128
页数:17
相关论文
共 21 条
[1]  
[Anonymous], 2012, IBM ILOG CPLEX V12 5
[2]  
[Anonymous], 2006, Simulation modeling and analysis
[3]   A Metamodeling Approach to the Management of Intermodal Transportation Networks [J].
Boschian, Valentina ;
Dotoli, Mariagrazia ;
Fanti, Maria Pia ;
Iacobellis, Giorgio ;
Ukovich, Walter .
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2011, 8 (03) :457-469
[4]  
Fanti M. P., 2013, P IEEE 18 INT C EM T, P1
[5]  
Fanti M. P., 2013, P IEEE INT C AUT SCI, P150
[6]  
Fanti MP, 2013, IEEE DECIS CONTR P, P5485, DOI 10.1109/CDC.2013.6760753
[7]   Design and Implementation of a Service-Oriented Architecture for the Optimization of Industrial Applications [J].
Girbea, Alina ;
Suciu, Constantin ;
Nechifor, Septimiu ;
Sisak, Francisc .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2014, 10 (01) :185-196
[8]   Metaheuristics for meltshop scheduling in the steel industry [J].
Huegler, P. A. ;
Vasko, F. J. .
JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2007, 58 (06) :791-796
[9]  
Jianhua L., 2014, P IEEE 11 WORLD C IN, P1811
[10]  
Kelton W., 2009, SIMULATION ARENA