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Simulation Aided Life Cycle Sustainability Assessment Framework for Manufacturing Design and Management

Authors: Mijoh A. Gbededo, Kapila Liyanage, Ilias Oraifige

Abstract:

Decision making for sustainable manufacturing design and management requires critical considerations due to the complexity and partly conflicting issues of economic, social and environmental factors. Although there are tools capable of assessing the combination of one or two of the sustainability factors, the frameworks have not adequately integrated all the three factors. Case study and review of existing simulation applications also shows the approach lacks integration of the sustainability factors. In this paper we discussed the development of a simulation based framework for support of a holistic assessment of sustainable manufacturing design and management. To achieve this, a strategic approach is introduced to investigate the strengths and weaknesses of the existing decision supporting tools. Investigation reveals that Discrete Event Simulation (DES) can serve as a rock base for other Life Cycle Analysis frameworks. Simio-DES application optimizes systems for both economic and competitive advantage, Granta CES EduPack and SimaPro collate data for Material Flow Analysis and environmental Life Cycle Assessment, while social and stakeholders’ analysis is supported by Analytical Hierarchy Process, a Multi-Criteria Decision Analysis method. Such a common and integrated framework creates a platform for companies to build a computer simulation model of a real system and assess the impact of alternative solutions before implementing a chosen solution.

Keywords: Discrete event simulation, life cycle sustainability analysis, manufacturing, sustainability.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1125145

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References:


[1] S. Takata, F. Kimura, F.V. Houten, E. Westkämper, M. Shpitalni, D. Ceglarek and J. Lee, “Maintenance: changing role in life cycle management” CIRP Annals - Manufacturing Technology Volume 53, Issue 2, 2004, Pages 643–655
[2] H. Anthony and M. Yosef, “Advancing integrated systems modelling framework for life cycle sustainability Assessment”. Research Group for Industrial Ecology, LCA and Systems Sustainability (IELCASS), School of Forest Resources, University of Maine, Orono, ME 04469, USA”, 2011 3(2), 469-499; doi:10.3390/su3020469
[3] BBC News. “India heat wave eases after nearly 1,700 deaths”. 29 May 2015 http://www.bbc.co.uk/news/world-asia-india-32926172 (Accessed 26/11/2015)
[4] WBCSD, “Vision 2050: The new agenda for businesses” World Business Council for Sustainable Development (WBCSD). (2010) http://www.wbcsd.org/vision2050.aspx
[5] E. Baroulaki and A. Veshagh, “Eco-innovation and product design and innovation for the environment”. Proceedings of the 14th CIRP on life cycle Engineering, Waseda University, Tokyo, Japan, June 11th-13th, 2007.
[6] J. Pekka, Korhonena, and L. Mikulas, “Eco-efficiency analysis of power plants: an extension of data envelopment analysis”. European Journal of Operational Research: Volume 154, Issue 2, 16 April 2004, Pages 437–446
[7] F. Jovan, E. Westkamper and D. Williams, “The manu-future road: towards competitive and sustainable high-adding-value manufacturing”. 2009 ISBN 978-3-540-770114 Springer – Verlag Berlin Heidelberg
[8] I. Mastoris, “Towards a framework of products life cycle sustainability assessment (LCSA)”. The ESPRC Centre for Innovative Manufacturing in Industrial Sustainability Institute for Manufacturing, University of Cambridge 2011
[9] B. Willard, “The business case for sustainability”. International Student Energy Summit University of Calgary. June 13, 2009. www.sustainabilityadvantage.com
[10] S. Peter, K. Andreas, D. Brigitte, W. Rolf, Z. Winfried, S. Isabell, S. Wolfgang and S. Silke, “Eco-efficiency analysis by basf: the method”. The International Journal of Life Cycle Assessment July 2002. Volume 7, Issue 4, pp 203-218
[11] C. Jordi, “Integrating sustainability in decision-making processes: a modelling strategy” Computer Science Department University of Toronto Toronto, Canada 2012
[12] A.H. Widok and V. Wohlgemuth, “Combining sustainability criteria with discrete event simulation”. Simulation Conference (WSC), Proceedings of the 2011 Winter. Pg 859-870, 0891-7736
[13] S. Luong, K. Liu and J. Robey, “Sustainability assessment framework for renewable energy technology”. Technologies for Sustainable Built Environment Centre. www.reading.ac.uk/web/FILES/tsbe/Luong_TSBE_Conference_Paper_2012.pdf (Accessed 26/11/2015)
[14] A. Zamagni, H. Pesonen and T. Swarr, “From LCA to life cycle sustainability assessment: concept, practice and future directions”. International Journal of Life Cycle Assessment (2013) 18:1637–1641 DOI 10.1007/s11367-013-0648-3
[15] L. Mitchell and Z. Radu, “Life cycle cost and energy analysis of a net zero energy house with solar combisystem”. Applied Energy. Volume 88, Issue 1, January 2011, Pages 232–241
[16] Q. Deng, X. Liu and H. Liao, “Identifying critical factors in the eco-efficiency of remanufacturing based on the fuzzy DEMATEL Method”. Open Access Sustainability (2015) ISSN 2071-1050 www.mdpi.com/journal/sustainability
[17] D. Sumrit and P. Anuntavoranich, “Using DEMATEL method to analyze the causal relations on technological innovation capability evaluation factors in Thai technology-based firms”. 2013 International Transaction Journal of Engineering, Management, & Applied Sciences & Technologies. Vol. 4 No. 2 ISSN 2228-9860 eISSN 1906-9642
[18] A.N. Nambiar, “Challenges in sustainable manufacturing”. Proceedings of the 2010 International Conference on Industrial Engineering and Operations Management, Dhaka, Bangladesh, January 9-10, 2010
[19] A.H. Widok, L. Schiemann, P. Jahr and V. Wohlgemuth, “Achieving sustainability through a combination of LCA and DES integrated in a simulation software for production processes”. Proceedings of the 2012 Winter Simulation Conference
[20] J. Heilala, S. Vatanen, H. Tonteri, J. Montonen, S. Lind, B. Johansson and J. Stahre, “Simulation-based sustainable manufacturing system design”. Proceedings of the 2008 Winter Simulation Conference
[21] UNEP/SETAC, “Life cycle initiative (2009) guidelines for social life cycle assessment of products”. ISBN: 978-92-807-3021-0. DTI/1164/PA
[22] S. Valdivia, C.M.L. Ugaya, J. Hildenbrand, M. Traverso, B. Mazijn, and G. Sonnemann, “A UNEP/SETAC approach towards a life cycle sustainability assessment—our contribution to Rio+20; life cycle sustainability assessment: from LCA to LCSA”. International Journal Life Cycle Assessment (2013) 18:1673–1685 DOI 10.1007/s11367-012-0529-1.
[23] R. Heijungs, G. Huppes and J. Guinee, “Life cycle assessment and sustainability analysis of products, materials and technologies: toward a scientific framework for sustainability life cycle analysis”. Polym. Degrad. Stabil. 2010, 95, 422-428.
[24] A. Halog and Y. Manik, “Advancing integrated systems modelling framework for life cycle sustainability assessment”. Open Access Sustainability 2011, 3, 469-499; doi:10.3390/su3020469. www.mdpi.com/journal/sustainability
[25] L. Jacquemin, P.Y. Pontalier and C. Sablayrolles, “Life cycle assessment (LCA) applied to the process industry: a review”. International Journal of Life Cycle Assessment, Springer Verlag, 2012, vol. 17, pp. 1028-1041. <10.1007/s11367-012-0432-9>.
[26] S. Sala, F. Farioli and A. Zamagni, “Progress in sustainability science: lessons learnt from current methodologies for sustainability assessment (Part I)”. Int Journal of Life Cycle Assess (2013a) 18:1653–1672 DOI 10.1007/s11367-012-0508-6
[27] S. Aguadoa, R. Alvarez and R. Domingo, “Model of efficient and sustainable improvements in a lean production system through processes of environmental innovation”. Journal of Cleaner Production 47 (2013) 141-148.
[28] M.P. Groover, “Fundamentals of modern manufacturing: materials, processes and systems”. 2010 Edition, Fourth Published by John Wiley & Sons Inc.
[29] M. Goedkoop, R. Heijungs, M. Huijbregts, A.D. Schryver, J. Struijs and R.V. Zelm, “ReCiPe 2008 A life cycle impact assessment method which comprises harmonised category indicators at the midpoint and the endpoint level First edition (version 1.08) Report I: Characterisation”. 2013 Publication of Ministerie van VROM Rijnstraat 8. 2515 XP Den Haag. www.vrom.nl
[30] A. Cataldo, M. Taisch, B. Stah, “Modelling, simulation and evaluation of energy consumptions for a manufacturing production line”. Industrial electronics society, IECON 2013 - 39th annual conference of the IEEE. Pg. 7537 - 7542
[31] UNEP/SETAC, “Life cycle initiative 2011: Towards a life cycle sustainability assessment”. ISBN No: 978-92-807-3175-0. DTI/1412/PA
[32] W. Klöpffer, “Life cycle sustainability assessment of products”. International journal of life cycle assessment 2008 13(2):89–95
[33] J. Parent, C. Cucuzzella and JP. Revéret, “Revisiting the role of LCA and SLCA in the transition towards sustainable production and consumption” .Int J Life Cycle Assess (2013) 18:1642–1652 doi:10.1007/s11367-012-0485-9.
[34] J.B. Guinée, R. Heijungs, G. Huppes, A. Zamagni, P. Masoni, R. Buonamici, T. Ekvall and T. Rydberg, “Life cycle assessment: past, present, and future”. Environ Sci Technol. 2011, 45:90–96.
[35] C. Jiménez-Gonzalez, S. Kim and M.R. Overcash, “Methodology for developing gate-to-gate life cycle inventory information”. Int. Journal of LCA 5 (3) 153 - 159 (2000)
[36] J.F. Portha, J.N. Jaubert, S. Louret and M.N.Pons, “Life cycle assessment applied to naphtha catalytic reforming”. Oil & Gas Science and Technology – Rev. IFP Energies nouvelles, Vol. 65 (2010), No. 5, pp. 793-805
[37] M.E. Puettmann and J.B. Wilson, “Gate-to-gate life-cycle inventory of glued-laminated timber production”. Wood and Fiber Science, 37 Corrim Special Issue, 2005, pp. 99 – 113
[38] C.M.V.B. Almeida, A.J.M. Rodrigues, S.H, Bonilla and B.F. Giannetti, “Emergy as a tool for Ecodesign: evaluating materials selection for beverage packages in Brazil”. Journal of Cleaner Production 18 (2010) 32–43.
[39] T. Perera and K. Liyanage, “Methodology for rapid identification and collection of input data in simulation of manufacturing systems”. Simulation Practice and Theory 7 (2000) 645-656.