Evaluation System for Energy Consumption and Productivity in Manufacturing System Simulation

Hironori Hibino; Toru Sakuma; Makoto Yamaguchi

doi:10.20965/ijat.2012.p0279

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IJAT Vol.6 No.3 pp. 279-288

doi: 10.20965/ijat.2012.p0279

(2012)

Paper:

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Evaluation System for Energy Consumption and Productivity in Manufacturing System Simulation

Hironori Hibino, Toru Sakuma, and Makoto Yamaguchi

Japan Society for the Promotion of Machine Industry, 1-1-12 Hachiman-cho, Higashikurume, Tokyo 203-0042, Japan

Received:

January 29, 2012

Accepted:

April 6, 2012

Published:

May 5, 2012

Keywords:

manufacturing system simulation, energy consumption, productivity, facility state transition, UML

Abstract

Industries need to design and improve their manufacturing systems while considering energy consumption and productivity concurrently. Manufacturing system simulation is often used to evaluate productivity when manufacturing systems are designed or improved. However, it is difficult to use simulation to evaluate energy consumption when designing and improving manufacturing systems. The purpose of our research is to establish a system for the concurrent evaluation of energy consumption and productivity in manufacturing system simulation. In this paper, first, requirements for a simulation to evaluate energy consumption and productivity are analyzed. Second, an evaluation system is proposed in consideration of the requirements. A Unified Modeling Language (UML) model that defines facility state transitions and relationships between the facility state and energy consumption is proposed. A manufacturing system simulation implemented in the proposed UML model is also proposed and developed. The proposed simulation is also implemented in a function to concurrently generate information on production throughput and energy consumption along a time progression. A system that provides a function to visually evaluate dynamic changes in the energy consumption per unit of production throughput along a time progression is also proposed and developed. Finally, a case study for semiconductor manufacturing systems is carried out to confirm the efficiency of our proposed evaluation system.

Cite this article as:

H. Hibino, T. Sakuma, and M. Yamaguchi, “Evaluation System for Energy Consumption and Productivity in Manufacturing System Simulation,” Int. J. Automation Technol., Vol.6 No.3, pp. 279-288, 2012.

Data files:

References

[1] METI, “The revised energy conservation law,”
http://www.meti.go.jp/english/information/data/laws.html, 2010.
[2] METI, “Restriction for electricity consumption,”
http://www.meti.go.jp/earthquake/shiyoseigen/pdf/kanwai110610-02.pdf, 2011 (in Japanese).
[3] H. Hibino and Y. Fukuda, “A user support system for manufacturing system design using distributed simulation,” Production Planning and Control, 17-2, pp. 128-142, 2006.
[4] H. Hibino, Y. Fukuda et al, “Manufacturing adapter of distributed simulation systems using HLA,” Proc. of the 2002 Winter Simulation Conference, pp.1099-1109, 2002.
[5] H. Hibino and Y. Fukuda, “Emulation in Manufacturing Engineering Processes,” Proc. of the 2008 Winter Simulation Conference, pp. 1785-1793, 2008.
[6] H. Hibino, T. Inukai et al., “Efficient manufacturing system implementation based on combination between real and virtual factory,” Int. J. of Production Research, 44-18, pp. 3897-3915, 2006.
[7] H. Kim, S. Lee et al., “A model for a simulation-based shipbuilding system in a shipyard manufacturing process,” Int. J. Computer Integrated Manufacturing, 18-6, pp. 427-441, 2005.
[8] C. McLean, F. Riddick et al., “An architecture and interfaces for distributed manufacturing simulation,” Simulation, 81-1, pp. 15-32, 2005.
[9] K. Mitsuyuki, F. Kojima et al., “Simulation to design and improve kanban system,” CIRP J. Manufacturing Systems, 33, pp. 200-206, 2004.
[10] E. Williams and H. Celik, “Analysis of conveyor systems within automotive final assembly,” Proc. of the 1998 Winter Simulation Conference, pp. 915-920, 1998.
[11] T. Tanaka, M. Kurahashi et al., “A study of the dispatching order system to support module structured production system for the demand synchronized production,” J. of Advanced Mechanical Design, Systems, and Manufacturing, 4-2, pp. 504-515, 2010.
[12] Japanese standards association, “Machine tools – test methods for electric power consumption,” TS B 0024-1-5, 2010.

This article is published under a Creative Commons Attribution-NoDerivatives 4.0 Internationa License.

[1] [1] METI, “The revised energy conservation law,”
http://www.meti.go.jp/english/information/data/laws.html, 2010.

[2] [2] METI, “Restriction for electricity consumption,”
http://www.meti.go.jp/earthquake/shiyoseigen/pdf/kanwai110610-02.pdf, 2011 (in Japanese).

[3] [3] H. Hibino and Y. Fukuda, “A user support system for manufacturing system design using distributed simulation,” Production Planning and Control, 17-2, pp. 128-142, 2006.

[4] [4] H. Hibino, Y. Fukuda et al, “Manufacturing adapter of distributed simulation systems using HLA,” Proc. of the 2002 Winter Simulation Conference, pp.1099-1109, 2002.

[5] [5] H. Hibino and Y. Fukuda, “Emulation in Manufacturing Engineering Processes,” Proc. of the 2008 Winter Simulation Conference, pp. 1785-1793, 2008.

[6] [6] H. Hibino, T. Inukai et al., “Efficient manufacturing system implementation based on combination between real and virtual factory,” Int. J. of Production Research, 44-18, pp. 3897-3915, 2006.

[7] [7] H. Kim, S. Lee et al., “A model for a simulation-based shipbuilding system in a shipyard manufacturing process,” Int. J. Computer Integrated Manufacturing, 18-6, pp. 427-441, 2005.

[8] [8] C. McLean, F. Riddick et al., “An architecture and interfaces for distributed manufacturing simulation,” Simulation, 81-1, pp. 15-32, 2005.

[9] [9] K. Mitsuyuki, F. Kojima et al., “Simulation to design and improve kanban system,” CIRP J. Manufacturing Systems, 33, pp. 200-206, 2004.

[10] [10] E. Williams and H. Celik, “Analysis of conveyor systems within automotive final assembly,” Proc. of the 1998 Winter Simulation Conference, pp. 915-920, 1998.

[11] [11] T. Tanaka, M. Kurahashi et al., “A study of the dispatching order system to support module structured production system for the demand synchronized production,” J. of Advanced Mechanical Design, Systems, and Manufacturing, 4-2, pp. 504-515, 2010.

[12] [12] Japanese standards association, “Machine tools – test methods for electric power consumption,” TS B 0024-1-5, 2010.