Production planning of multi-stage multi-option seru production systems with sustainable measures

Journal of Cleaner Production

Volumn 105, Issue , 2015, Pages 285-299

  Liu, Chenguang ^a   Dang, Fen ^b   Li, Wenjuan ^b   Lian, Jie ^b   Evans, Steve ^c   Yin, Yong ^d  

^a NORTHWESTERN POLYTECHNICAL UNIVERSITY   (China)

^b XI'AN UNIVERSITY OF TECHNOLOGY   (China)

^c UNIVERSITY OF CAMBRIDGE   (United Kingdom)

^d YAMAGATA UNIVERSITY   (Japan)

Author keywords

Non dominated sorting genetic algorithm II; Operational decision making; Seru production; Sustainable manufacturing

Indexed keywords

CARBON DIOXIDE; DECISION MAKING; ECONOMICS; GENETIC ALGORITHMS; GLOBAL WARMING; GREENHOUSE GASES; MANUFACTURE; PLANNING; PRODUCTION CONTROL;

CARBON DIOXIDE EMISSIONS; ENVIRONMENTAL FACTORS; JAPANESE MANUFACTURING; NON-DOMINATED SORTING GENETIC ALGORITHM - II; OPERATIONAL DECISION MAKING; PERFORMANCE MEASURE; PRODUCTION PLANNING; SUSTAINABLE MANUFACTURING;

SUSTAINABLE DEVELOPMENT;

EID: 84938209207     PISSN: 09596526     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jclepro.2014.03.033     Document Type: Article

References (59)

1. H. Aytug, and G.J. Koehler Stopping criteria for finite length genetic algorithms INFORMS J. Comput. 8 2 1996 183 191
2. P.D. Ball, S. Evans, and D. Ellison Zero carbon manufacturing facility-towards integrating material, energy, and waste process flows Proc. Instit. Mech. Eng. Part B: J. Eng. Manuf. 223 9 2009 1085 1096
3. O. Boyabatli, and I. Sabuncuoglu Parameter selection in genetic algorithms J. Syst. Cybern. Inform. 2 4 2004 78 83
4. K. Branker, J. Jeswiet, and I.J. Kim Greenhouse gases emitted in manufacturing a product - a new economic model CIRP Ann. Manuf. Technol. 60 1 2011 53 56
5. Brundtland Commission Our Common Future. Report of the World Commission on Environment and Development An Annex to General Assembly Document A/42/427-Development and International Co-operation: Environment 1987
6. H. Cao, H. Li, H. Cheng, Y. Luo, R. Yin, and Y. Chen A carbon efficiency approach for life-cycle carbon emission characteristics of machine tools J. Clean. Prod. 37 2012 19 28
7. K.A. De Jong An Analysis of the Behavior of a Class of Genetic Adaptive Systems (Doctoral dissertation) 1975 University of Michigan Ann Arbor MI, USA
8. K. Deb, A. Pratap, S. Agarwal, and T. Meyarivan A fast and Elitist multiobjective genetic algorithm: NSGA-II IEEE Trans. Evol. Comput. 6 2 April 2002 182 197
9. V. Deljoo, S.M.J.M. Al-e-hashem, F. Deljoo, and M.B. Aryanezhad Using genetic algorithm to solve dynamic cell formation problem Appl. Math. Model. 34 4 2010 1078 1092
10. A. Dormer, D.P. Finn, Ward Patrick, and Cullen John Carbon footprint analysis in plastic s manufacturing J. Clean. Prod. 51 15 2013 133 141
11. K. Fang, N. Uhan, F. Zhao, and J.W. Sutherland A new approach to scheduling in manufacturing for power consumption and carbon footprint reduction J. Manuf. Syst. 30 4 2011 234 240
12. C.M. Fonseca, and P.J. Fleming An overview of evolutionary algorithms in multiobjective optimization Evol. Comput. 3 1 1995 1 16
13. M. Garetti, and M. Taisch Sustainable manufacturing: trends and research challenges Prod. Plan. Control Manag. Oper. 23 2-3 2012 83 104
14. C. Gimenez, V. Sierra, and J. Rodon Sustainable operations: their impact on the triple bottom line Int. J. Prod. Econ. 140 1 2012 149 159
15. D.E. Goldberg Genetic Algorithms in Search, Optimization and Machine Learning 1989 Addison Wesley Reading, MA
16. U. Götze, H.J. Koriath, A. Kolesnikov, R. Lindner, and J. Paetzold Integrated methodology for the evaluation of the energy- and cost-effectiveness of machine tools CIRP J. Manuf. Sci. Technol. 5 3 2012 151 163
17. J. Gresfenstette Optimization of control parameters for genetic algorithms IEEE Trans. Syst. Man. Cybern. 16 1 1986 122 128
18. Y. He, B. Liu, X. Zhang, H. Gao, and X. Liu A modeling method of task-oriented energy consumption for machining manufacturing system J. Clean. Prod. 23 1 2012 167 174
19. Y. He, and F. Liu Methods for integrating energy consumption and environmental impact considerations into the production operation of machining processes Chin. J. Mech. Eng. 23 4 2010 1 8
20. W.V. Heddeghem, W. Vereecken, D. Colle, M. Pickavet, and P. Demeester Distributed computing for carbon footprint reduction by exploiting low-foot print energy availability Future Gener. Comput. Syst. 28 2 2012 405 414
21. J.H. Holland Adaptation in Natural and Artificial Systems 1975 University of Michigan Press Ann Arbor, MI
22. G. Hua, T.C.E. Cheng, and S. Wang Managing carbon footprints in inventory management Int. J. Prod. Econ. 132 2 2011 178 185
23. H. Iwamuro Cell Manufacturing System 2002 Nikkan Kogyo Shimbun Tokyo (in Japanese)
24. A.D. Jayal, F. Badurdeen, O.W. Dillon Jr., and I.S. Jawahir Sustainable manufacturing: modeling and optimization challenges at the product, process and system levels CIRP J. Manuf. Sci. Technol. 2 3 2010 144 152
25. J. Jeswiet, and S. Kara Carbon emissions and CES in manufacturing CIRP Ann. Manuf. Technol. 57 1 2008 17 20
26. J. Jeswiet, and P. Nava Applying CES to assembly and comparing carbon footprint Int. J. Sustain. Eng. 2 4 2009 232 240
27. F. Jovane, H. Yoshikawa, L. Alting, C.R. Boër, E. Westkamper, D. Williams, M. Tseng, G. Seliger, and A.M. Paci The incoming global technological and industrial revolution towards competitive sustainable manufacturing CIRP Ann. Manuf. Technol. 57 2 2008 641 659
28. I. Kaku, J. Gong, J. Tang, and Y. Yin Modeling and numerical analysis of line-cell conversion problems Int. J. Prod. Res. 47 8 2009 2055 2078
29. T. Kimura, and M. Yoshita Cellular manufacturing runs into trouble when nothing is done (in Japanese) Nikkei Monozukuri 7 2004 38 61
30. H. Kono The aim of the special issue on seru manufacturing (in Japanese) IE Rev. 45 2004 4 5
31. S. Koziel, and Z. Michaelwicz Evolutionary algorithms, homomorphous mappings, and constrained parameter optimization Evol. Comput. 7 1 1999 19 44
32. C.C. Liu, W.J. Li, J. Lian, and Y. Yin Reconfiguration of assembly systems: from conveyor assembly line to serus J. Manuf. Syst. 31 3 2012 312 325
33. C.G. Liu, J. Lian, Y. Yin, and W.J. Li Seru seisan - an innovation of the production management model in Japan Asian J. Technol. Innov. 18 2 2010 89 113
34. C. Liu, K. Stecke, J. Lian, and Y. Yin An implementation framework for seru production Int. Trans. Oper. Res. 21 1 2014 1 19
35. C.G. Liu, J. Yang, J. Lian, W.J. Li, S. Evans, and Y. Yin Sustainable performance oriented operational decision-making of single machine systems with deterministic product arrival times J. Clean. Prod. 2013 (submitted for publication)
36. C.G. Liu, N. Yang, W.J. Li, J. Lian, S. Evans, and Y. Yin Training and assignment of multi-skilled workers for implementing seru production systems Int. J. Adv. Manuf. Technol. 69 5-8 2013 937 959
37. I. Mahdavi, M.M. Paydar, M. Solimanpur, and A. Heidarzade Genetic algorithm approach for solving a cell formation problem in cellular manufacturing Expert Syst. Appl. 36 3 2009 6598 6604
38. M. Mori, M. Fujishima, Y. Inamasu, and Y. Oda A study on energy efficiency improvement for machine tools CIRP Ann. Manuf. Technol. 60 1 2011 145 148
39. G.C. Mouzon, and M.B. Yildirim A framework to minimize total energy consumption and total tardiness on a single machine Int. J. Sustain. Eng. 1 2 2008 105 116
40. G.C. Mouzon, M.B. Yildirim, and J. Twomey Operational methods for minimization of energy consumption of manufacturing equipment Int. J. Prod. Res. 45 18-19 2007 4247 4271
41. H. Noguchi Production Involution in Japan 2003 Nikkan Kogyo Shimbun Tokyo (in Japanese)
42. Organization for Economic Co-Operation and Development (OECD) Eco-innovation Industry: Enabling Green Growth 2010 OECD Publishing France
43. E.O. Oyetunji, and A.E. Oluleye Minimizing makespan on single machine with release dates Int. J. Adv. Technol. 2 1 2011 3 13
44. Ł.M. Pekala, R.R. Tan, D.C.Y. Foo, and J.M. Jeżowski Optimal energy planning models with carbon footprint constraints Appl. Energy 87 6 2010 1903 1910
45. F. Pusavec, P. Krajnik, and J. Kopac Transitioning to sustainable production - part I: application on machining technologies J. Clean. Prod. 18 2 2010 174 184
46. I. Rechenberg Evolutionsstrategie: optimierung technischer systeme nach Prinzipien der biologischen evolution 1973 Frommann-Holzboog Stuttgart, DE
47. C.A. Rusinko Green manufacturing: an evaluation of environmentally sustainable manufacturing practices and their impact on competitive outcomes IEEE Trans. Eng. Manag. 54 3 2007 445 454
48. P. Schönsleben, M. Vodicka, K. Bunse, and F.O. Ernst The changing concept of sustainability and economic opportunities for energy-intensive industries CIRP Ann. Manuf. Technol. 59 1 2010 477 480
49. Y. Seow, and S. Rahimifard A framework for modeling energy consumption within manufacturing systems CIRP J. Manuf. Sci. Technol. 4 3 2011 258 264
50. D. Sinriech, and M. Abekasis Process selection and tool assignment in automated cellular manufacturing using genetic algorithms Ann. Oper. Res. 77 0 1998 51 78
51. L. Smith, and P. Ball Steps towards sustainable manufacturing through modelling material, energy and waste flows Int. J. Prod. Econ. 140 1 2012 227 238
52. N. Srinivas, and K. Deb Multi-objective optimization using non-dominated sorting in genetic algorithms Evol. Comput. 2 3 1994 221 248
53. K.E. Stecke, Y. Yin, I. Kaku, and Y. Murase Seru: the organization extension of JIT for a super-talent factory Int. J. Strategic Decis. Sci. 3 1 2012 105 118
54. B. Sundarakani, R.D. Souza, M. Goh, S.M. Wagner, and S. Manikandan Modeling carbon footprints across the supply chain Int. J. Prod. Econ. 128 1 2010 43 50
55. N. Takeuchi Manufacturing Methods Illustrated: Cell Production System 2006 Japan Management Association - Management Center Tokyo (in Japanese)
56. A. Vijayaraghavan, and D. Dornfeld Automated energy monitoring of machine tools CIRP Ann. Manuf. Technol. 59 1 2010 21 24
57. M.G. Yang, P. Hong, and S.B. Modi Impact of lean manufacturing and environmental management on business performance: an empirical study of manufacturing firms Int. J. Prod. Econ. 129 2 2011 251 261
58. J. Zhang A Study of Low Carbon Operation Model of Manufacturing Enterprizes 2011 Institute of Electrical and Electronics Engineers 38 41
59. X.F. Zhang, S.Y. Zhang, Z.Y. Hu, G. Yu, C.H. Pei, and R.N. Sa Identification of connection units with high GHG emissions for low-carbon product structure design J. Clean. Prod. 27 2012 118 125