Integrated Dynamic Optimization and Scheduling of Polymerization Processes with First Principle Models

被引:2
|
作者
Nie, Yisu [1 ]
Biegler, Lorenz T. [1 ]
机构
[1] Carnegie Mellon Univ, Dept Chem Engn, Doherty Hall 4210B 5000 Forbes Ave, Pittsburgh, PA 15213 USA
关键词
Optimization; Polymerization; Scheduling; DIRECT TRANSCRIPTION; RECIPE OPTIMIZATION; PREDICTIVE CONTROL; PATH CONSTRAINTS; UNCERTAINTY; REACTOR; DESIGN;
D O I
10.1002/cite.201700053
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
An integrated dynamic optimization strategy is presented for block copolymerization processes. First the reactor model, which has unstable modes and may lead to unbounded profiles under certain design and operating conditions, is derived. Second, optimal recipes for operating of the copolymerization process are determined. Finally, an optimization strategy for the integration of scheduling and dynamic process operation for general continuous/batch processes is considered. The resulting approach leads to significant improvements in productivity, while maintaining safe operation and satisfaction of product specifications.
引用
收藏
页码:1490 / 1502
页数:13
相关论文
共 50 条
  • [1] Development of hybrid (AI/first principle) models for the optimization of styrene polymerization processes
    Maffi, J. M.
    Sosa, J.
    Estenoz, D. A.
    [J]. CHEMICAL ENGINEERING SCIENCE, 2024, 290
  • [2] Integrated Scheduling and Dynamic Optimization of Network Batch Processes
    Chu, Yunfei
    You, Fengqi
    [J]. 2014 AMERICAN CONTROL CONFERENCE (ACC), 2014, : 5024 - 5029
  • [3] Integrated Scheduling and Dynamic Optimization for Network Batch Processes
    Chu, Yunfei
    You, Fengqi
    [J]. 24TH EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING, PTS A AND B, 2014, 33 : 523 - 528
  • [4] Integrated Planning, Scheduling, and Dynamic Optimization for Continuous Processes
    Shi, Hanyu
    Chu, Yunfei
    You, Fengqi
    [J]. 2014 IEEE 53RD ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), 2014, : 388 - 393
  • [5] Integrated Planning, Scheduling, and Dynamic Optimization for Sequential Batch Processes
    Chu, Yunfei
    You, Fengqi
    [J]. 2015 AMERICAN CONTROL CONFERENCE (ACC), 2015, : 5635 - 5640
  • [6] Integrated scheduling and dynamic optimization of grade transitions for a continuous polymerization reactor
    Prata, Adrian
    Oldenburg, Jan
    Kroll, Andreas
    Marquardt, Wolfgang
    [J]. COMPUTERS & CHEMICAL ENGINEERING, 2008, 32 (03) : 463 - 476
  • [7] Integrated Scheduling and Dynamic Optimization of Sequential Batch Processes with Online Implementation
    Chu, Yunfei
    You, Fengqi
    [J]. AICHE JOURNAL, 2013, 59 (07) : 2379 - 2406
  • [8] Integrated scheduling and dynamic optimization of batch processes using state equipment networks
    Nie, Yisu
    Biegler, Lorenz T.
    Wassick, John M.
    [J]. AICHE JOURNAL, 2012, 58 (11) : 3416 - 3432
  • [9] Adaptive Surrogate-based Algorithm for Integrated Scheduling and Dynamic Optimization of Sequential Batch Processes
    Shi, Hanyu
    You, Fengqi
    [J]. 2015 54TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2015, : 7304 - 7309
  • [10] Integration of scheduling and dynamic optimization for sequential batch processes
    Chu, Yunfei
    You, Fengqi
    [J]. 2013 AMERICAN CONTROL CONFERENCE (ACC), 2013, : 3511 - 3516