Rolling horizon based planning and scheduling integration with production capacity consideration

Chemical Engineering Science

Volumn 65, Issue 22, 2010, Pages 5887-5900

  Li, Zukui ^a   Ierapetritou, Marianthi G ^a  

^a The State University of New Jersey   (United States)

Author keywords

Economics; Mathematical modeling; Optimization; Planning and scheduling integration; Rolling horizon method; Systems engineering

Indexed keywords

COMPLEX PROCESSES; COMPUTATIONAL EFFORT; FAST SOLUTIONS; INDUSTRIAL PLANNING; INTEGRATED PLANNING; INTEGRATED PRODUCTION; MATHEMATICAL MODELING; NOVEL METHODS; OPTIMIZATION MODELS; PARAMETRIC PROGRAMMING; PLANNING AND SCHEDULING; PLANNING AND SCHEDULING INTEGRATION; PLANNING MODELS; PROCESS NETWORKS; PRODUCTION CAPACITY; ROLLING HORIZON; ROLLING HORIZON METHOD; SCHEDULING MODELS; SOLUTION QUALITY;

COMPUTER SIMULATION; OPTIMIZATION; PRODUCTION CONTROL; SYSTEMS ENGINEERING;

SCHEDULING;

EID: 77957358328     PISSN: 00092509     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ces.2010.08.010     Document Type: Article

References (28)

1. Bassett M.H., Dave P., Doyle F.J., Kudva G.K., Pekny J.F., Reklaitis G.V., Subrahmanyam S., Miller D.L., Zentner M.G. Perspectives on model based integration of process operations. Computers and Chemical Engineering 1996, 20:821-844.
2. Castro P., Barbosa-Povoa A., Matos H. Optimal periodic scheduling of batch plants using RTN-based discrete and continuous-time formulations: a case study approach. Industrial and Engineering Chemistry Research 2003, 42:3346-3360.
3. Dimitriadis A.D., Shah N., Pantelides C.C. RTN-based rolling horizon algorithms for medium term scheduling of multipurpose plants. Computers and Chemical Engineering 1997, 21:S1061-S1066.
4. Erdirik-Dogan M., Grossmann I.E. A decomposition method for the simultaneous planning and scheduling of single-stage continuous multiproduct plants. Industrial and Engineering Chemistry Research 2006, 45:299-315.
5. Grossmann, I.E., Van den Heever, S.A., Harjunkoski, I., 2002. Discrete optimization methods and their role in the integration of planning and scheduling. AIChE Symp. Ser. 98, 150.
6. Ierapetritou M.G., Floudas C.A. Effective continuous-time formulation for short-term scheduling. 1. Multipurpose batch processes. Industrial and Engineering Chemistry Research 1998, 37:4341-4359.
7. Janak S.L., Floudas C.A., Kallrath J., Vormbrock N. Production scheduling of a large-scale industrial batch plant. I. Short-term and medium-term scheduling. Industrial and Engineering Chemistry Research 2006, 45:8234-8252.
8. Kallrath J. Planning and scheduling in the process industry. OR Spectrum 2002, 24:219-250.
9. Kondili E. Optimal Scheduling of Batch Processes 1987, Imperial College London, London, U.K.
10. Kreipl S., Pinedo M. Planning and scheduling in supply chains: an overview of issues in practice. Production and Operations Management 2004, 13:77-92.
11. Li Z., Ierapetritou M.G. Process scheduling under uncertainty using multiparametric programming. AICHE Journal 2007, 53:3183-3203.
12. Li Z., Ierapetritou M.G. Integrated production planning and scheduling using a decomposition framework. Chemical Engineering Science 2009, 64:3585-3597.
13. Lin X., Floudas C.A., Modi S., Juhasz N.M. Continuous-time optimization approach for medium-range production scheduling of a multiproduct batch plant. Industrial and Engineering Chemistry Research 2002, 41:3884-3906.
14. Maravelias C.T., Sung C. Integration of production planning and scheduling: overview, challenges and opportunities. Computers and Chemical Engineering 2009, 33:1919-1930.
15. Munawar S.A., Gudi R.D. A multilevel, control-theoretic framework for integration of planning, scheduling, and rescheduling. Ind. Eng. Chem. Res. 2005, 44:4001-4021.
16. Pistikopoulos E.N., Georgiadis M.C., Dua V. Process Systems Engineering. Multiparametric Programming 2007, vol 1. Wiley-VCH.
17. Rodrigues M.T.M., Gimeno L., Passos C.A.S., Campos M.D. Reactive scheduling approach for multipurpose chemical batch plants. Computers and Chemical Engineering 1996, 20:S1215-S1220.
18. Sand G., Engell S. Modeling and solving real-time scheduling problems by stochastic integer programming. Computers and Chemical Engineering 2004, 28:1087-1103.
19. Sand G., Engell S., Märkert A., Schultz R., Schultz C. Approximation of an ideal online scheduler for a multiproduct batch plant. Computers and Chemical Engineering 2000, 24:361-367.
20. Schilling G., Pantelides C.C. Optimal periodic scheduling of multipurpose plants. Computers and Chemical Engineering 1999, 23:635-655.
21. Shaik M.A., Floudas C.A., Kallrath J., Pitz H.-J. Production scheduling of a large-scale industrial continuous plant: short-term and medium-term scheduling. Computers and Chemical Engineering 2009, 33:670-686.
22. Sung C., Maravelias C.T. An attainable region approach for effective production planning of multi-product processes. AICHE Journal 2007, 53:1298-1315.
23. Verderame P.M., Floudas C.A. Integrated operational planning and medium-term scheduling of a large-scale industrial batch plants. Industrial and Engineering Chemistry Research 2008, 47:4845-4860.
24. Wilkinson S.J. Aggregate formulations for large-scale process scheduling problems. Department of Chemical Engineering and Chemical Technology 1996, Imperial College, London.
25. Wu D., Ierapetritou M. Cyclic short-term scheduling of multiproduct batch plants using continuous-time representation. Computers and Chemical Engineering 2004, 28:2271-2286.
26. Wu D., Ierapetritou M.G. Decomposition approaches for the efficient solution of short-term scheduling problems. Computers and Chemical Engineering 2003, 27:1261-1276.
27. Wu D., Ierapetritou M.G. Hierarchical approach for production planning and scheduling under uncertainty. Chemical Engineering and Processing 2007, 46:1129-1140.
28. Zhu X.X., Majozi T. Novel continuous-time MILP formulation for multipurpose batch plants. 2. Integrated planning and scheduling. Industrial and Engineering Chemistry Research 2001, 40:5621-5634.