论文信息 - Resource-constrained formulation for production scheduling and maintenance

Resource-constrained formulation for production scheduling and maintenance

Abstract A novel continuous time MILP formulation for a class of industrial scheduling problems is presented in this work. This TSP/precedence-based formulation allows coupling sequence-dependent issues in a multiproduct batch process with parallel units and resource limitations. Maintenance operations are also taken into account based on the performance decay of production units. A motivating example is shown to demonstrate the applicability of this new formulation to industrial scheduling problems.

Lazaros G. Papageorgiou | Adrián M. Aguirre

[1] Jaime Cerdá,et al. State-of-the-art review of optimization methods for short-term scheduling of batch processes , 2006, Comput. Chem. Eng..

[2] I. Grossmann,et al. Cyclic scheduling of continuous parallel‐process units with decaying performance , 1998 .

[3] Pedro M. Castro,et al. Optimal maintenance scheduling of a gas engine power plant using generalized disjunctive programming , 2014 .

[4] Lazaros G. Papageorgiou,et al. MILP-based approaches for medium-term planning of single-stage continuous multiproduct plants with parallel units , 2010, Comput. Manag. Sci..

[5] N. Zerhouni,et al. Scheduling predictive maintenance in flow-shop , 2012, Proceedings of the IEEE 2012 Prognostics and System Health Management Conference (PHM-2012 Beijing).

[6] A general resource-constrained scheduling framework for multistage batch facilities with sequence-dependent changeovers , 2009, Comput. Chem. Eng..

[7] Lazaros G. Papageorgiou,et al. The economic lot scheduling problem under performance decay , 2004 .