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2015 | OriginalPaper | Buchkapitel

Periodic Versus Non-periodic Multipurpose Batch Plant Scheduling: A Paint Industry Case Study

verfasst von : Miguel Vieira, Tânia Pinto-Varela, Ana Paula Barbosa-Póvoa

Erschienen in: Operational Research

Verlag: Springer International Publishing

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Abstract

In order to guarantee the correct plant resources allocation, an efficient and uniform methodology is required to address the wide diversity of operational problems. The high flexibility requirement in the process industry, to be able to satisfy the market demand and service level, triggered the development of optimal scheduling methodologies in industrial management. In this work, a case study of a chemical process in the paint industry is presented, where the complexity of resource allocation and schedule optimisation is addressed through the use of the Resource Task Network (RTN) methodology. Two scheduling models are compared, considering a non-periodic and periodic operation mode. Mixed Integer Linear Programming (MILP) formulation are implemented where profit is maximized. The results of each formulation applied to a real case study are compared and discussed based in plant schedule resources allocation and required manpower.

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Literatur
1.
Zurück zum Zitat Barbosa-Póvoa, A.P.: A critical review on the design and retrofit of batch plants. Comput. Chem. Eng. 31(7), 833–855 (2007)CrossRef Barbosa-Póvoa, A.P.: A critical review on the design and retrofit of batch plants. Comput. Chem. Eng. 31(7), 833–855 (2007)CrossRef
2.
Zurück zum Zitat Castro, P., Barbosa-Póvoa, A.P., Matos, H., Novais, A.Q.: Simple continuous-time formulation for short-term scheduling of batch and continuous processes. Ind. Eng. Chem. Res. 43(1), 105–118 (2004)CrossRef Castro, P., Barbosa-Póvoa, A.P., Matos, H., Novais, A.Q.: Simple continuous-time formulation for short-term scheduling of batch and continuous processes. Ind. Eng. Chem. Res. 43(1), 105–118 (2004)CrossRef
3.
Zurück zum Zitat Chen, C.L., Chang, C.Y.: A resource-task network approach for optimal short-term/periodic scheduling and heat integration in multipurpose batch plants. Appl. Therm. Eng. 29(5), 1195–1208 (2009)CrossRef Chen, C.L., Chang, C.Y.: A resource-task network approach for optimal short-term/periodic scheduling and heat integration in multipurpose batch plants. Appl. Therm. Eng. 29(5), 1195–1208 (2009)CrossRef
4.
Zurück zum Zitat Chibeles-Martins, N., Pinto, T., Barbosa-Póvoa, A., Novais, A.Q.: A meta-heuristics approach for the design and scheduling of multipurpose batch plants. Comput. Aided Chem. Eng. 28, 1315–1320 (2010)CrossRef Chibeles-Martins, N., Pinto, T., Barbosa-Póvoa, A., Novais, A.Q.: A meta-heuristics approach for the design and scheduling of multipurpose batch plants. Comput. Aided Chem. Eng. 28, 1315–1320 (2010)CrossRef
5.
Zurück zum Zitat Kondili, E., Pantelides, C.C., Sargent, W.H.: A general algorithm for short-term scheduling of batch operations-I MILP formulation. Comput. Chem. Eng. 2, 211–227 (1993)CrossRef Kondili, E., Pantelides, C.C., Sargent, W.H.: A general algorithm for short-term scheduling of batch operations-I MILP formulation. Comput. Chem. Eng. 2, 211–227 (1993)CrossRef
6.
Zurück zum Zitat Méndez, A.C., Cerdá, J., Grossmann, I.E., Harjunkoski, I., Fahl, M.: State-of-the-art review of optimization methods for short-term scheduling of batch processes. Comput. Chem. Eng. 30(6–7), 913–946 (2006)CrossRef Méndez, A.C., Cerdá, J., Grossmann, I.E., Harjunkoski, I., Fahl, M.: State-of-the-art review of optimization methods for short-term scheduling of batch processes. Comput. Chem. Eng. 30(6–7), 913–946 (2006)CrossRef
7.
Zurück zum Zitat Moniz, S., Barbosa-Póvoa, A.P., Pinho de Sousa, J.: Regular and non-regular production scheduling of multipurpose batch plants. Comput. Aided Chem. Eng. 30, 767–771 (2012) Moniz, S., Barbosa-Póvoa, A.P., Pinho de Sousa, J.: Regular and non-regular production scheduling of multipurpose batch plants. Comput. Aided Chem. Eng. 30, 767–771 (2012)
8.
Zurück zum Zitat Pantelides, C.C.: Unified frameworks for optimal process planning and scheduling. In: Foundations of Computer-Aided Process Operations, pp. 253–274. Cache publications, New York (1994) Pantelides, C.C.: Unified frameworks for optimal process planning and scheduling. In: Foundations of Computer-Aided Process Operations, pp. 253–274. Cache publications, New York (1994)
9.
Zurück zum Zitat Pinto, T., Barbosa-Póvoa, A., Novais, A.Q.: Optimal design and retrofit of batch plants with a periodic mode of operation. Comput. Chem. Eng. 29(6), 1293–1303 (2005)CrossRef Pinto, T., Barbosa-Póvoa, A., Novais, A.Q.: Optimal design and retrofit of batch plants with a periodic mode of operation. Comput. Chem. Eng. 29(6), 1293–1303 (2005)CrossRef
10.
Zurück zum Zitat Pinto, T., Barbosa-Póvoa, A., Novais, A.Q.: Design of multipurpose batch plants: a comparative analysis between the STN, m-STN, and RTN representations and formulations. Ind. Eng. Chem. Res. 47(16), 6025–6044 (2008)CrossRef Pinto, T., Barbosa-Póvoa, A., Novais, A.Q.: Design of multipurpose batch plants: a comparative analysis between the STN, m-STN, and RTN representations and formulations. Ind. Eng. Chem. Res. 47(16), 6025–6044 (2008)CrossRef
11.
Zurück zum Zitat Pinto, T., Barbosa-Póvoa, A., Novais, A.Q.: Design and scheduling of periodic multipurpose batch plants under uncertainty. Ind. Eng. Chem. Res. 48, 9655–9670 (2009)CrossRef Pinto, T., Barbosa-Póvoa, A., Novais, A.Q.: Design and scheduling of periodic multipurpose batch plants under uncertainty. Ind. Eng. Chem. Res. 48, 9655–9670 (2009)CrossRef
12.
Zurück zum Zitat Shah, N., Pantelides, C.C., Sargent, R.W.H.: Optimal periodic scheduling of multipurpose batch plants. Ann. Oper. Res. 42(1), 193–228 (1993)MATHCrossRef Shah, N., Pantelides, C.C., Sargent, R.W.H.: Optimal periodic scheduling of multipurpose batch plants. Ann. Oper. Res. 42(1), 193–228 (1993)MATHCrossRef
13.
Zurück zum Zitat Shaik, M.A., Vooradi, R.: Unification of STN and RTN based models for short-term scheduling of batch plants with shared resources. Chem. Eng. Sci. 98, 104–124 (2013)CrossRef Shaik, M.A., Vooradi, R.: Unification of STN and RTN based models for short-term scheduling of batch plants with shared resources. Chem. Eng. Sci. 98, 104–124 (2013)CrossRef
14.
Zurück zum Zitat Simaria, A.S., Gao, Y., Turner, R., Farid, S.S.: Designing multi-product biopharmaceutical facilities using evolutionary algorithms. Comput. Aid. Chem. Eng. 29, 286–290 (2011)CrossRef Simaria, A.S., Gao, Y., Turner, R., Farid, S.S.: Designing multi-product biopharmaceutical facilities using evolutionary algorithms. Comput. Aid. Chem. Eng. 29, 286–290 (2011)CrossRef
15.
Zurück zum Zitat Verderame, P.M., Elia, J.A., Li, J., Floudas, C.A.: Planning and scheduling under uncertainty: a review across multiple sectors. Ind. Eng. Chem. Res. 49(9), 3993–4017 (2010)CrossRef Verderame, P.M., Elia, J.A., Li, J., Floudas, C.A.: Planning and scheduling under uncertainty: a review across multiple sectors. Ind. Eng. Chem. Res. 49(9), 3993–4017 (2010)CrossRef
16.
Zurück zum Zitat Vieira, M., Pinto-Varela, T., Barbosa-Póvoa, A.P.: Scheduling batch processing using the RTN discrete time formulation: a case study. In: 16th Congress of the Portuguese Association of Operations Research, Bragana, Portugal, pp. 378–385 (2013) Vieira, M., Pinto-Varela, T., Barbosa-Póvoa, A.P.: Scheduling batch processing using the RTN discrete time formulation: a case study. In: 16th Congress of the Portuguese Association of Operations Research, Bragana, Portugal, pp. 378–385 (2013)
Metadaten
Titel
Periodic Versus Non-periodic Multipurpose Batch Plant Scheduling: A Paint Industry Case Study
verfasst von
Miguel Vieira
Tânia Pinto-Varela
Ana Paula Barbosa-Póvoa
Copyright-Jahr
2015
DOI
https://doi.org/10.1007/978-3-319-20328-7_24

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