Medium-Term Production Scheduling of a Large-Scale Steelmaking Continuous Casting Process under Demand Uncertainty
文献类型：会议论文
| 作者 | Ye, Y. ; Li, J. ; Li, Z. K. ; Tang, Q. H. ; Xiao, X. ; Floudas, C. A. |
| 出版日期 | 2013 |
| 会议名称 | 23rd European Symposium on Computer Aided Process Engineering (ESCAPE) |
| 会议日期 | JUN 09-12, 2013 |
| 会议地点 | Lappeenranta, FINLAND |
| 关键词 | scheduling steelmaking continuous casting robust optimization two-stage stochastic programming ROBUST OPTIMIZATION APPROACH BATCH PLANT |
| 页码 | 571-576 |
| 中文摘要 | In this paper, we introduce robust optimization and stochastic programming strategies for addressing demand uncertainty in steelmaking continuous casting operations. Robust optimization framework was first employed to develop a deterministic robust counterpart optimization model and to guarantee that the production schedule be feasible for the varying demands. Then, a two-stage scenario based stochastic programming framework was studied for the scheduling of steelmaking and continuous operations under demand uncertainty. To make the resulting stochastic programming problem computationally tractable, a scenario reduction method has been applied to reduce the number of scenarios to a small set of representative realizations. Results from both the robust optimization and stochastic programming methods demonstrate robustness under demand uncertainty and the robust solution is slightly better than the stochastic solution. |
| 收录类别 | CPCI |
| 会议网址 | |
| 会议录 | Lappeenranta, FINLAND
 |
| 语种 | 英语 |
| 源URL | [http://ir.ipe.ac.cn/handle/122111/11281]  |
| 专题 | 过程工程研究所_研究所（批量导入） |
| 推荐引用方式 GB/T 7714 |
Ye, Y.,Li, J.,Li, Z. K.,et al. Medium-Term Production Scheduling of a Large-Scale Steelmaking Continuous Casting Process under Demand Uncertainty[C]. 见:23rd European Symposium on Computer Aided Process Engineering (ESCAPE). Lappeenranta, FINLAND. JUN 09-12, 2013. |
入库方式： OAI收割
来源：过程工程研究所
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