A multiscale decomposition method for the optimal planning and scheduling of multi-site continuous multiproduct plants

Chemical Engineering Science

Volumn 66, Issue 19, 2011, Pages 4307-4318

  Terrazas Moreno, Sebastian ^a   Grossmann, Ignacio E ^a  

^a CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

Bi level decomposition; Lagrangean decomposition; Multiproduct plant; Multiscale decomposition; Planning; Scheduling

Indexed keywords

BI-LEVEL DECOMPOSITION; DECOMPOSITION METHODS; DISTRIBUTED NETWORKS; HYBRID DECOMPOSITION METHOD; LAGRANGEAN DECOMPOSITION; LAGRANGEAN METHODS; LARGE-SCALE PROBLEM; LONG-TERM DECISIONS; MULTI-SCALE DECOMPOSITION; MULTI-SITE; MULTIPRODUCT PLANTS; NUMERICAL RESULTS; OPTIMAL PLANNING; PLANNING AND SCHEDULING; PLANNING PROBLEM; PROBLEM SIZE; PRODUCTION PLANNING; PRODUCTION SCHEDULING; PRODUCTION SITES; PRODUCTION UNITS; PROFIT MAXIMIZATION; SIMULTANEOUS SCHEDULING; SPATIAL SCALE;

PRODUCTION CONTROL; PRODUCTION ENGINEERING; PROFITABILITY; SCHEDULING;

NUMERICAL METHODS;

EID: 80051611184     PISSN: 00092509     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ces.2011.03.017     Document Type: Article

References (22)

1. Birewar D.B., Grossmann I.E. Simultaneous production planning and scheduling in multiproduct batch plants. Industrial and Engineering Chemistry Research 1990, 29:570-580.
2. Erdirik-Dogan M., Grossmann I.E. A decomposition method for simultaneous planning and scheduling of single-stage continuous multiproduct plants. Industrial and Engineering Chemistry Research 2006, 45:299-315.
3. Erdirik-Dogan M., Grossmann I.E. Simultaneous planning and scheduling of single-stage multi-product continuous plants with parallel lines. Computers and Chemical Engineering 2008, 32:2664-2683.
4. Garey M.R., Johnson D.S. Computers and Intractability A Guide to the Theory of NP-Completeness 1979, W.H. Freeman and Co, New York.
5. Geoffrion A.M. Lagrangian relaxation for integer programming. Mathematical Programming Study 1974, 2:82-114.
6. Grossmann I.E., van den Heever S.A., Harjunkoski I. Discrete optimization methods and their role in the integration of planning and scheduling. AIChE Symposium Series 2002, 326:150-168.
7. Grossmann I.E. Enterprise-wide optimization: a new frontier in process systems engineering. AIChE Journal 2005, 51:1846-1857.
8. Guignard M., Kim S. Lagrangean decomposition: a model yielding stronger lagrangean bounds. Mathematical Programming 1987, 39:215-228.
9. Held M., Wolfe P., Crowder H.P. Validation of subgradient optimization. Mathematical Programming 1974, 6:62-88.
10. Hooker J.N. A hybrid method for planning and scheduling. Constraints 2005, 10:385-401.
11. Jackson J.R., Grossmann I.E. Temporal decomposition scheme for nonlinear multisite production planning and distribution models. Industrial and Engineering Chemistry Research 2003, 42:3045-3055.
12. Kopanos G.M., Puigjaner L., Maravelias C.T. Production planning and scheduling of parallel continuous processes with product families. Industrial and Engineering Chemistry Research 2011, 50:1369-1378.
13. Li Z., Ierapetritou M. Integrated production planning and scheduling using a decomposition framework. Chemical Engineering Science 2009, 64:3585-3597.
14. Li Z., Ierapetritou M. Production planning and scheduling integration through augmented Lagrangian optimization. Computers and Chemical Engineering 2010, 34:996-1006.
15. Lima R.M., Grossmann I.E., Jiao Y. Long-term scheduling of a single-unit multi-product continuous process to manufacture high performance glass. Computers and Chemical Engineering 2011, 35:554-574.
16. Liu S., Pinto J.M., Papageorgiou L.G. A TSP-based MILP model for the medium-term planning of single-stage continuous multiproduct plants. Industrial and Engineering Chemistry Research 2008, 47:7733-7743.
17. Liu S., Pinto J.M., Papageorgiou L.G. A TSP-based MILP model for the medium-term planning of single-stage continuous multiproduct plants with parallel units. Computational Management Science 2010, 7:407-435.
18. Maravelias C.T., Sung C. Integration of planning and scheduling: overview, challenges, and opportunities. Computers and Chemical Engineering 2009, 33:1919-1930.
19. Stefansson H., Shah N., Jensson P. Multiscale planning and scheduling in the secondary pharmaceutical industry. AIChE Journal 2006, 52:4133-4149.
20. Sung C., Maravelias C.T. An attainable region approach for production planning of multiproduct processes. AlChE Journal 2007, 53:1298-1315.
21. Terrazas-Moreno S., Trotter P.A., Grossmann I.E. Temporal and spatial Lagrangean decomposition in multi-site multi-period production planning problems with sequence-dependent changeovers. Computers and Chemical Engineering 2011, 10.1016/j.compchemeng.2011.01.004.
22. Verderame P.M., Floudas C.A. Integrated operational planning and medium-term scheduling for large-scale industrial batch plant. Industrial and Engineering Chemistry Research 2008, 47:4845-4860.