Integrated Sequencing and Scheduling in Coil Coating

• 成果类型: Article
• 署名作者: Hoehn, Wiebke; Koenig, Felix G.; Moehring, Rolf H.; Luebbecke, Marco E.
• 署名单位: Technical University of Berlin; RWTH Aachen University
• 刊物名称: MANAGEMENT SCIENCE
• ISSN/ISSBN: 0025-1909
• DOI: 10.1287/mnsc.1100.1302
• 发表日期: 2011
• 页码: 647-666
• 关键词: sequencing; Scheduling; integrated steel production; coil coating; 2-union graphs; independent set; branch-and-price

摘要

We consider a complex planning problem in integrated steel production. A sequence of coils of sheet metal needs to be color coated in consecutive stages. Different coil geometries and changes of colors necessitate time-consuming setup work. In most coating stages one can choose between two parallel color tanks. This can either reduce the number of setups needed or enable setups concurrent with production. A production plan comprises the sequencing of coils and the scheduling of color tanks and setup work. The aim is to minimize the makespan for a given set of coils. We present an optimization model for this integrated sequencing and scheduling problem. A core component is a graph theoretical model for concurrent setup scheduling. It is instrumental for building a fast heuristic that is embedded into a genetic algorithm to solve the sequencing problem. The quality of our solutions is evaluated via an integer program based on a combinatorial relaxation, showing that our solutions are within 10% of the optimum. Our algorithm is implemented at Salzgitter Flachstahl GmbH, a major German steel producer. This has led to an average reduction in makespan by over 13% and has greatly exceeded expectations.