Flexible manufacturing systems control;
Markov processes;
OR in energy;
Dynamic programming;
CONSUMPTION;
EFFICIENCY;
PARALLEL;
POLICY;
D O I:
10.1016/j.ejor.2022.12.021
中图分类号:
C93 [管理学];
学科分类号:
12 ;
1201 ;
1202 ;
120202 ;
摘要:
Energy efficiency in manufacturing can be improved by controlling energy modes and production dy-namically. We examine a production-inventory system that can operate in Working, Idle, and Off energy modes with mode-dependent energy costs. There can be a warm-up delay to switch between one mode to another. With random inter-arrival, production and warm-up times, we formulate the problem of de-termining in which mode the production resource should operate at a given time depending on the state of the system as a stochastic control problem under the long-run average profit criterion considering the sales revenue together with energy, inventory holding and backlog costs. The optimal solution of the problem for the exponential inter-arrival, production and warm-up times is determined by solving the Markov Decision Process with a linear programming approach. The structure of the optimal policy for the exponential case uses two thresholds to switch between the Working and Idle or Working and Off modes. We use the two-threshold policy as an approximate policy to control a system with correlated inter-event times with general distributions. This system is modelled as a Quasi Birth and Death Process and analyzed by using a matrix-geometric method. Our numerical experiments show that the joint pro-duction and energy control policy performs better compared to the pure production and energy control policies depending on the system parameters. In summary, we propose a joint energy and production control policy that improves energy efficiency by controlling the energy modes depending on the state of the system. (c) 2022 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY license ( http://creativecommons.org/licenses/by/4.0/ )
机构:
Hong Kong Polytech Univ, Dept Appl Math, Hong Kong, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Appl Math, Hong Kong, Hong Kong, Peoples R China
Chan, Chi Kin
Wong, Wai Him
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机构:
Hong Kong Polytech Univ, Dept Appl Math, Hong Kong, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Appl Math, Hong Kong, Hong Kong, Peoples R China
Wong, Wai Him
Langevin, A.
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机构:
Ecole Polytech Montreal, CIRRELT, Montreal, PQ, Canada
Ecole Polytech Montreal, Dept Math & Ind Engn, Montreal, PQ, CanadaHong Kong Polytech Univ, Dept Appl Math, Hong Kong, Hong Kong, Peoples R China
Langevin, A.
Lee, Y. C. E.
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h-index: 0
机构:
Hong Kong Polytech Univ, Dept Appl Math, Hong Kong, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Appl Math, Hong Kong, Hong Kong, Peoples R China
机构:
Chung Shan Med Univ, Sch Med Informat, Taichung 40201, Taiwan
Chung Shan Med Univ Hosp, IT Off, Taichung 40201, TaiwanChung Shan Med Univ, Sch Med Informat, Taichung 40201, Taiwan
Chang, C-C
Lu, C-J
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h-index: 0
机构:
Fu Jen Catholic Univ, Grad Inst Business Adm, New Taipei 242062, Taiwan
Beijing Foreign Studies Univ, Int Business Sch, Beijing, Peoples R ChinaChung Shan Med Univ, Sch Med Informat, Taichung 40201, Taiwan
Lu, C-J
Yang, C-T
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h-index: 0
机构:
Chien Hsin Univ Sci & Technol, Dept Int Business Management, Taoyuan 320312, TaiwanChung Shan Med Univ, Sch Med Informat, Taichung 40201, Taiwan
机构:
Hong Kong Polytech Univ, Dept Appl Math, Hong Kong, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Appl Math, Hong Kong, Hong Kong, Peoples R China
Chan, Chi Kin
Wong, Wai Him
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Appl Math, Hong Kong, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Appl Math, Hong Kong, Hong Kong, Peoples R China
Wong, Wai Him
Langevin, A.
论文数: 0引用数: 0
h-index: 0
机构:
Ecole Polytech Montreal, CIRRELT, Montreal, PQ, Canada
Ecole Polytech Montreal, Dept Math & Ind Engn, Montreal, PQ, CanadaHong Kong Polytech Univ, Dept Appl Math, Hong Kong, Hong Kong, Peoples R China
Langevin, A.
Lee, Y. C. E.
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Appl Math, Hong Kong, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Appl Math, Hong Kong, Hong Kong, Peoples R China
机构:
Chung Shan Med Univ, Sch Med Informat, Taichung 40201, Taiwan
Chung Shan Med Univ Hosp, IT Off, Taichung 40201, TaiwanChung Shan Med Univ, Sch Med Informat, Taichung 40201, Taiwan
Chang, C-C
Lu, C-J
论文数: 0引用数: 0
h-index: 0
机构:
Fu Jen Catholic Univ, Grad Inst Business Adm, New Taipei 242062, Taiwan
Beijing Foreign Studies Univ, Int Business Sch, Beijing, Peoples R ChinaChung Shan Med Univ, Sch Med Informat, Taichung 40201, Taiwan
Lu, C-J
Yang, C-T
论文数: 0引用数: 0
h-index: 0
机构:
Chien Hsin Univ Sci & Technol, Dept Int Business Management, Taoyuan 320312, TaiwanChung Shan Med Univ, Sch Med Informat, Taichung 40201, Taiwan