Ant colony framework for optimal design and scheduling of batch plants

被引：84

作者：

Jayaraman, VK ^{[1
]}

Kulkarni, BD ^{[1
]}

Karale, S ^{[1
]}

Shelokar, P ^{[1
]}

机构：

[1] Natl Chem Lab, Dept Chem Engn, Pune 411008, Maharashtra, India

来源：

COMPUTERS & CHEMICAL ENGINEERING | 2000年 / 24卷 / 08期

关键词：

ant colony optimisation paradigm; batch plants; optimal design;

D O I：

10.1016/S0098-1354(00)00592-5

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

This paper presents a new co-operative search approach, the ant colony optimisation paradigm, for the optimal design of batch chemical processes and illustrates it by solving (1) the combinatorial optimisation problem of multiproduct batch scheduling and (2) the continuous function optimisation problem for the design of multiproduct batch plant with single product campaigns and horizon constraints. The ant algorithm is simple to implement and results of the case studies show its ability to provide speedy and accurate solutions. (C) 2000 Elsevier Science Ltd. All rights reserved.

引用

页码：1901 / 1912

页数：12

共 50 条

[41] OPTIMAL PRODUCTION STRATEGY AND DESIGN OF MULTIPRODUCT BATCH PLANTS
CERDA, J
VICENTE, M
GUTIERREZ, J
ESPLUGAS, S
MATA, J
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 1990, 29 (04) : 590 - 600
[42] Optimal reliable retrofit design of multiproduct batch plants
Goel, HD
Weijnen, MPC
Grievink, J
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2004, 43 (14) : 3799 - 3811
[43] Optimal multiperiod scheduling of multiproduct batch plants under demand uncertainty
Zhu, Jin
Gu, Xingsheng
Gu, Wei
KYBERNETES, 2011, 40 (5-6) : 871 - 882
[44] OPTIMAL SYNTHESIS OF MULTIPRODUCT BATCH PLANTS WITH CYCLIC SCHEDULING AND INVENTORY CONSIDERATIONS
VOUDOURIS, VT
GROSSMANN, IE
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 1993, 32 (09) : 1962 - 1980
[45] Heat integration in multipurpose batch plants using a robust scheduling framework
Seid, Esmael R.
Majozi, Thokozani
ENERGY, 2014, 71 : 302 - 320
[46] OPTIMAL-DESIGN OF MULTI PRODUCT BATCH PLANTS
FICHTNER, G
GRUHN, G
CHEMISCHE TECHNIK, 1982, 34 (12): : 615 - 618
[47] A new methodology for the optimal design of batch fermentation plants
Simpson, R
Astudillo, C
Acevedo, F
BIOCHEMICAL ENGINEERING JOURNAL, 2005, 27 (02) : 155 - 160
[48] Optimal scheduling of single stage batch plants with direct heat integration
Castro, Pedro M.
Custodio, Bruno
Matos, Henrique A.
COMPUTERS & CHEMICAL ENGINEERING, 2015, 82 : 172 - 185
[49] Detailed Design of Multiproduct Batch Plants Considering Production Scheduling
Fumero, Yanina
Corsano, Gabriela
Montagna, Jorge M.
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2011, 50 (10) : 6146 - 6160
[50] Design and Scheduling of Periodic Multipurpose Batch Plants under Uncertainty
Pinto-Varela, Tania
Barbosa-Povoa, Ana Paula F. D.
Novais, Augusto Q.
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2009, 48 (21) : 9655 - 9670

← 1 2 3 4 5 →