DocumentCode :
3597436
Title :
A Route Planning Optimisation System for the Steelmaking Industry Based on Multi-objective Evolutionary Algorithms
Author :
Nastasi, Gianluca ; Colla, Valentina ; Del Seppia, Marco
Author_Institution :
Scuola Superiore Sant´Anna Inst. of Commun., Pisa, Italy
fYear :
2014
Firstpage :
326
Lastpage :
331
Abstract :
In this paper a novel planning system for coils route optimisation among different processing steps of a generic steelmaking plant will be presented. This new approach, in addition to production times and costs, considers also customers´ quality requirements. The system is based on Multi-Objective Optimisation and, in particular, it can exploit different paradigms of Multi-Objective Evolutionary Algorithms by means of the Strategy design pattern. The system has been then developed in C++ (for the optimisation module) and C# (for the graphical user interface). Moreover, it is highly configurable and it can be easily adapted to several real industrial scenarios by means of an XML configuration file describing the plant.
Keywords :
C++ language; cold rolling; evolutionary computation; production engineering computing; production planning; steel industry; C#; C++; XML configuration file; coils route optimisation; cold rolling; generic steelmaking plant; graphical user interface; multiobjective evolutionary algorithms; route planning optimisation system; steelmaking industry; strategy design pattern; Coils; Linear programming; Optimization; Planning; Production; Routing; Steel; cold rolling; evolutionary algorithm; genetic algorithms; multi-objective optimisation; optimisation; planning system; route planning; steelmaking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Modelling Symposium (EMS), 2014 European
Print_ISBN :
978-1-4799-7411-5
Type :
conf
DOI :
10.1109/EMS.2014.50
Filename :
7154020
Link To Document :
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