Novel Approaches for the Integration of Planning and Scheduling

被引:5
|
作者
Brunaud, Braulio [1 ]
Amaran, Satyajith [2 ]
Bury, Scott [2 ]
Wassick, John [2 ]
Grossmann, Ignacio E. [1 ]
机构
[1] Carnegie Mellon Univ, Dept Chem Engn, Pittsburgh, PA 15213 USA
[2] Dow Chem Co USA, Midland, MI 48667 USA
基金
美国安德鲁·梅隆基金会;
关键词
DECISION-MAKING; DECOMPOSITION; MODEL; OPTIMIZATION; PERSPECTIVES; ALGORITHM; PROGRAMS;
D O I
10.1021/acs.iecr.9b01194
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
x The problem of integrating planning and scheduling models is addressed. Many of the previous models proposed in the literature assume that both models need to be solved over the same time horizon, leading to intractable models. Integrated models with shorter scheduling horizons are considered. To maintain the trade-off balance between the decision levels, the objective functions are appropriately scaled. The second modeling aspect explored is the communication between planners and schedulers. Communication through inventory policies is explored as an alternative to the traditional communication through production and inventory targets. The resulting models are evaluated in a tailored simulation framework. Models with a shorter scheduling horizon, which cover the decision horizon of the planning, obtain similar profits as the full space models. The communication through inventory policies leads to lower inventories, while maintaining similar profit levels. The proposed models and the modular modeling methodology used are contributions to bring decision support systems closer to practice.
引用
收藏
页码:19973 / 19984
页数:12
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