Novel continuous-time formulations for scheduling multi-stage multi-product batch plants with identical parallel units

被引:0
|
作者
Liu, Yu [1 ]
Karimi, I. A. [1 ]
机构
[1] Natl Univ Singapore, Dept Chem & Biomol Engn, Singapore 117576, Singapore
来源
16TH EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING AND 9TH INTERNATIONAL SYMPOSIUM ON PROCESS SYSTEMS ENGINEERING | 2006年 / 21卷
关键词
MILP; multi-product; batch plant; scheduling; makespan;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Scheduling production optimally in multi-stage multi-product plants is a very difficult problem that has received limited attention. While the case of non-identical parallel units has been addressed, the case of identical parallel units is equally worthy of attention, as many plants are or can be approximated as such. In this paper, we construct and compare several novel MILP formulations for the latter. In contrast to the existing work, we increase solution efficiency by considering each stage as a block of multiple identical units, thereby eliminating numerous binary variables for assigning batches to specific units. Interestingly, a novel formulation using an adjacent pair-wise sequencing approach proves superior to slot-based formulations.
引用
收藏
页码:1979 / 1984
页数:6
相关论文
共 50 条
  • [11] The multi-stage multi-product batch-sizing problem in the steel industry
    Liu, Guoli
    Li, Feng
    Yang, Xianyan
    Qiu, Shuang
    APPLIED MATHEMATICS AND COMPUTATION, 2020, 369
  • [12] Continuous-time scheduling formulation for multipurpose batch plants
    Mostafaei, Hossein
    Harjunkoski, Iiro
    AICHE JOURNAL, 2020, 66 (02)
  • [13] Decentralized multi-product multi-stage systems with backorders
    Gurgur, Cigdem Z.
    Altiok, Tayfur
    IIE TRANSACTIONS, 2008, 40 (03) : 238 - 251
  • [14] A novel MILP formulation for short-term scheduling of multistage multi-product batch plants
    Hui, CW
    Gupta, A
    COMPUTERS & CHEMICAL ENGINEERING, 2000, 24 (2-7) : 1611 - 1617
  • [15] Scheduling of a multi-product polymer batch plant
    Schulz, C
    Engell, S
    Rudolf, R
    THIRD INTERNATIONAL CONFERENCE ON FOUNDATIONS OF COMPUTER-AIDED PROCESS OPERATIONS, 1998, 94 (320): : 224 - 230
  • [16] Automatic generation of production scheduling models in single stage multi-product batch plants: Some examples
    Berber, Ridvan
    Yuceer, Mehmet
    Ozdemir, Zafer
    MATHEMATICAL AND COMPUTER MODELLING, 2007, 46 (1-2) : 69 - 79
  • [17] Scheduling of multi-product batch plants based upon timed automata models
    Panek, Sebastian
    Engell, Sebastian
    Subbiah, Subanatarajan
    Stursberg, Olaf
    COMPUTERS & CHEMICAL ENGINEERING, 2008, 32 (1-2) : 275 - 291
  • [18] Scheduling of a multi-product batch process in the chemical industry
    Blomer, F
    Gunther, HO
    COMPUTERS IN INDUSTRY, 1998, 36 (03) : 245 - 259
  • [19] Efficient reactive scheduling of multi-product batch plants under equipment failure uncertainty
    Zhu, Jin
    Gu, Xingsheng
    Gu, Wei
    PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON INTELLIGENT LOGISTICS SYSTEMS, 2008, : 292 - +
  • [20] Scheduling of multi-product batch plants using reachability analysis of timed automata models
    Subbiah, Subanatarajan
    Panek, Sebastian
    Engell, Sebastian
    Stursberg, Olaf
    ICINCO 2007: PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS, VOL ICSO: INTELLIGENT CONTROL SYSTEMS AND OPTIMIZATION, 2007, : 141 - +