An optimization-based decision support system for strategic planning in a process industry: the case of aluminium company in India

被引:22
作者
Dutta, G. [1 ]
Gupta, N. [2 ]
Fourer, R. [3 ]
机构
[1] Indian Inst Management, Ahmadabad 380015, Gujarat, India
[2] Maersk Grp Procurement, Bombay, Maharashtra, India
[3] Northwestern Univ, Dept Ind Engn & Management Sci, Evanston, IL 60208 USA
关键词
practice of OR; decision support systems; optimization; production;
D O I
10.1057/jors.2010.8
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
We describe how a generic multi-period optimization-based decision support system (DSS) can be used for strategic planning in process industries. The DSS is built on five fundamental elements-materials, facilities, activities, storage areas, and time periods. It requires little direct knowledge of optimization techniques to be used effectively. Results based on real data from an aluminium company in India demonstrate significant potential for improvement in profits. We conclude with a comparison of similar studies in two other process industries. Journal of the Operational Research Society (2011) 62, 616-626. doi:10.1057/jors.2010.8 Published online 17 March 2010
引用
收藏
页码:616 / 626
页数:11
相关论文
共 18 条
[1]  
ADAMS D, 1999, PROGRAMMING 4 DIMENS
[2]   An optimization-based decision support system for strategic and operational planning in process industries [J].
Dutta, G ;
Fourer, R .
OPTIMIZATION AND ENGINEERING, 2004, 5 (03) :295-314
[3]  
Dutta G., 1994, International Transactions in Operations Research, V1, P17, DOI DOI 10.1016/0969-6016(94)90042-6
[4]  
Dutta G, 2000, IIMB MANAGEMENT DEC, P80
[5]  
DUTTA G, 2001, MANUFACTURING SERVIC, V3, P387, DOI DOI 10.1287/MSOM.3.4.387.9972
[6]   Database structure for a class of multi-period mathematical programming models [J].
Dutta, Goutam ;
Fourer, Robert .
DECISION SUPPORT SYSTEMS, 2008, 45 (04) :870-883
[7]   An optimization-based decision support system for strategic planning in a process industry: The case of a pharmaceutical company in India [J].
Dutta, Goutam ;
Fourer, Robert ;
Majumdar, Akhilesh ;
Dutta, Debabrata .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2007, 106 (01) :92-103
[8]   Database structures for mathematical programming models [J].
Fourer, R .
DECISION SUPPORT SYSTEMS, 1997, 20 (04) :317-344
[9]   Scheduling jobs in an Alcan aluminium foundry using a genetic algorithm [J].
Gravel, M ;
Price, WL ;
Gagné, C .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2000, 38 (13) :3031-3041
[10]  
Gupta N, 2008, THESIS IIM AHMEDABAD