Production Scheduling of a Large-Scale Steelmaking Continuous Casting Process via Unit-Specific Event-Based Continuous-Time Models: Short-Term and Medium-Term Scheduling
文献类型：期刊论文
| 作者 | Li, Jie2,3; Xiao, Xin3; Tang, Qiuhua1; Floudas, Christodoulos A.2 |
| 刊名 | INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
 |
| 出版日期 | 2012-05-30 |
| 卷号 | 51期号:21页码:7300-7319 |
| 关键词 | ROBUST OPTIMIZATION APPROACH MULTIPURPOSE BATCH PROCESSES STEEL-MAKING LAGRANGIAN-RELAXATION PROGRAMMING MODEL FORMULATION PLANT FRAMEWORK UNCERTAINTY ALGORITHM |
| ISSN号 | 0888-5885 |
| 通讯作者 | Tang, QH |
| 英文摘要 | The scheduling of steelmaking continuous-casting (SCC) processes is of major importance in iron and steel operations, since it is often a bottleneck in iron and steel production. Optimal scheduling of SCC processes can increase profit, minimize production cost, reduce material and energy consumption, and improve customer satisfaction. Scheduling of SCC processes is challenging, because of its combinatorial nature, complex practical constraints, and strict requirements on material continuity and flow time, as well as the technological requirements to ensure practical feasibility of the resulting scheduling. In this paper, we first develop a novel unit-specific event-based continuous-time mixed-integer linear optimization (MILP) model for this problem and incorporate several realistic operational features. Then, we extend the rolling horizon approach proposed by Lin et al. [Lin et al. Ind. Eng. Chem. Res. 2002, 41, 3884-3906] and Janak et al. [Janak et al. Ind. Eng. Chem. Res. 2006, 45, 8234-8252] to solve this large-scale and complex optimization problem. Four large-scale industrial problems are used to illustrate the efficiency and effectiveness of the proposed formulation and rolling horizon approach. The computational results show that the extended rolling horizon approach successfully solves the large-scale case studies and results in the same or better integer solution than that obtained from directly solving the entire scheduling model. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Engineering, Chemical |
| 研究领域[WOS] | Engineering |
| 关键词[WOS] | ROBUST OPTIMIZATION APPROACH ; MULTIPURPOSE BATCH PROCESSES ; STEEL-MAKING ; LAGRANGIAN-RELAXATION ; PROGRAMMING MODEL ; FORMULATION ; PLANT ; FRAMEWORK ; UNCERTAINTY ; ALGORITHM |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000304573400020 |
| 公开日期 | 2013-10-17 |
| 版本 | 出版稿 |
| 源URL | [http://ir.ipe.ac.cn/handle/122111/3783]  |
| 专题 | 过程工程研究所_多相复杂系统国家重点实验室 |
| 作者单位 | 1.Wuhan Univ Sci & Technol, Dept Ind Engn, Wuhan 430081, Hubei, Peoples R China 2.Princeton Univ, Dept Chem & Biol Engn, Princeton, NJ 08544 USA 3.Inst Proc Engn, State Key Lab Multiphase Complex Syst, Beijing 100190, Peoples R China |
| 推荐引用方式 GB/T 7714 | Li, Jie,Xiao, Xin,Tang, Qiuhua,et al. Production Scheduling of a Large-Scale Steelmaking Continuous Casting Process via Unit-Specific Event-Based Continuous-Time Models: Short-Term and Medium-Term Scheduling[J]. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH,2012,51(21):7300-7319. |
| APA | Li, Jie,Xiao, Xin,Tang, Qiuhua,&Floudas, Christodoulos A..(2012).Production Scheduling of a Large-Scale Steelmaking Continuous Casting Process via Unit-Specific Event-Based Continuous-Time Models: Short-Term and Medium-Term Scheduling.INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH,51(21),7300-7319. |
| MLA | Li, Jie,et al."Production Scheduling of a Large-Scale Steelmaking Continuous Casting Process via Unit-Specific Event-Based Continuous-Time Models: Short-Term and Medium-Term Scheduling".INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 51.21(2012):7300-7319. |
入库方式： OAI收割
来源：过程工程研究所
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