Optimization of Heavy Plate Production Sequencing in a Heavy Plate Rolling Mill

Vol 57, 2025 - 340766
Trabalho completo (Oral)
Favoritar este trabalho
Como citar esse trabalho?
Resumo

This work compares three optimization methodologies for heavy plate production sequencing. The problem involves selecting and ordering slabs across six stages, respecting constraints on capacity, dimensions, steel family, and unimodal temperature profiles. The goal is to maximize total tonnage allocated. The first approach is a Stage-Wise Model that combines Binary Integer Linear Programming (BILP) subproblems solved per stage with a global constructive heuristic. The second is a Monolithic Model that formulates the entire coffin as a single BILP optimizing all stages simultaneously. These are contrasted with a Multi-Stage Heuristic, a non-BILP alternative that assembles the coffin through a clustering-driven greedy procedure. Experiments on 20 real-world instances show the Stage-Wise Model consistently achieves the highest solution quality, whereas the Monolithic Model proves computationally intractable at scale. The Multi-Stage Heuristic emerges as a competitive alternative, offering rapid solutions with only modest quality loss compared to the Stage-Wise Model.

Compartilhe suas ideias ou dúvidas com os autores!

Sabia que o maior estímulo no desenvolvimento científico e cultural é a curiosidade? Deixe seus questionamentos ou sugestões para o autor!

Faça login para interagir

Tem uma dúvida ou sugestão? Compartilhe seu feedback com os autores!

Instituições
  • 1 Universidade Federal de Minas Gerais
  • 2 ENACOM
Eixo Temático
  • POI – PO na Indústria
Palavras-chave
Production Scheduling
Heavy Plate Rolling Mill
Binary Integer Linear Programming
Matheuristics
Steel Industry