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Economic and Environmental Indicators for Assessing Energy Efficiency Improvements in the Smart Manufacturing Processes

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16th WCEAM Proceedings (WCEAM 2022)

Abstract

Since the manufacturing industry is one of the major global energy consumers and carbon emitters, energy efficiency has emerged as one of the industry's key drivers. Additionally, digital technologies offer companies significant opportunities to boost productivity and generate cost savings while simultaneously reducing the environmental impact. This study establishes a framework for economic and environmental indicators supporting smart manufacturing and asset management operations. The framework contributes to the sustainability assessment of digital solutions focused on increasing energy efficiency. In this setting, the emphasis is particularly on LCC (Life Cycle Costing) and LCA (Life Cycle Assessment) indicators. The approach is being tested in four different types of pilot companies in the manufacturing sector. The study examines the indicators from several angles at the process and machine levels. In the next phase of our research, software tools for the energy efficiency-oriented online LCC and LCA will be developed to make the indicator framework practical.

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References

  • Abdi, A., Taghipour, S.: Sustainable asset management: a repair-replacement decision model considering environmental impacts, maintenance quality, and risk. Comput. Ind. Eng. 136, 117–134 (2019). https://doi.org/10.1016/j.cie.2019.07.021

    Article  Google Scholar 

  • Apostolos, F., Alexios, P., Georgios, P., Panagiotis, S., George, C.: Energy efficiency of manufacturing processes: a critical review. Procedia CIRP 7, 628–633 (2013). https://doi.org/10.1016/j.procir.2013.06.044

    Article  Google Scholar 

  • Barni, A., et al.: Design of a lifecycle-oriented environmental and economic indicators framework for the mechanical manufacturing industry. Sustainability 14, 2602 (2022). https://doi.org/10.3390/su14052602

    Article  Google Scholar 

  • Barni, A., Fontana, A., Menato, S., Sorlini, M., Canetta, L.: Exploiting the digital twin in the assessment and optimization of sustainability per-formances, In: Intrenational Conference on Intelligent Systems (IS). Presented at the International Conference Intell. Syst.: Theory, Res. Innov. Appl., Institute of Electrical and Electronics Engineers Inc., pp. 706–713 (2018) https://doi.org/10.1109/IS.2018.8710554

  • Bhanot, N., Qaiser, F.H., Alkahtani, M., Rehman, A.U.: An integrated decision-making approach for cause-and-effect analysis of sustainable manufacturing indicators. Sustainability 12, 1517 (2020). https://doi.org/10.3390/su12041517

    Article  Google Scholar 

  • European Commission, Joint Research Centre, Cristobal-Garcia, J., Pant, R., Reale, F., Sala, S.: Life cycle assessment for the impact assessment of policies. Publications Office of the European Union, LU. (2016). https://doi.org/10.2788/318544

    Article  Google Scholar 

  • Gibson, R.B., Holtz, S., Tansey, J., Whitelaw, G., Hassan, S.: Sustainability Assessment - Criteria and Processes. Routledge (2005) ISBN 978–1–84407–051–0

    Google Scholar 

  • GRI standards. GRI 301: Materials 2016 (2016a) ISBN: 978–90–8866–104–4

    Google Scholar 

  • GRI standards. GRI 305: Emissions 2016 (2016b) ISBN: 978–90–8866–108–2

    Google Scholar 

  • GRI standards. GRI 306: Effluents and waste 2016 (2016c) ISBN: 978–90–8866–109–9

    Google Scholar 

  • Hevner, A., Gregor, S.: Envisioning entrepreneurship and digital innovation through a design science research lens: a matrix approach. Inf. Manage. 59, 103350 (2022). https://doi.org/10.1016/j.im.2020.103350

    Article  Google Scholar 

  • Hoogmartens, R., Van Passel, S., Van Acker, K., Dubois, M.: Bridging the gap between LCA, LCC and CBA as sustainability assessment tools. Environ. Impact Assess. Rev. 48, 27–33 (2014). https://doi.org/10.1016/j.eiar.2014.05.001

    Article  Google Scholar 

  • IEC. IEC 60300. Dependability management – Part 3–3: Application guide – Life cycle costing (2017) ISBN 978–2–8322–3886–8

    Google Scholar 

  • ISO. ISO 15663 - Petroleum, petrochemical and natural gas industries — Life cycle costing (2021)

    Google Scholar 

  • ISO. ISO 14067: Greenhouse gases — Carbon footprint of products — Requirements and guidelines for quantification (2018)

    Google Scholar 

  • ISO. ISO 14040: Environmental management — Life cycle assessment — Principles and framework (2006)

    Google Scholar 

  • Kluczek, A.: An energy-led sustainability assessment of production systems – an approach for improving energy efficiency performance. Int. J. Prod. Econ. 216, 190–203 (2019). https://doi.org/10.1016/j.ijpe.2019.04.016

    Article  Google Scholar 

  • Mawson, V.J., Hughes, B.R.: The development of modelling tools to improve energy efficiency in manufacturing processes and systems. J. Manuf. Syst. 51, 95–105 (2019). https://doi.org/10.1016/j.jmsy.2019.04.008

    Article  Google Scholar 

  • Mayer, F.D., Brondani, M., Vasquez Carrillo, M.C., Hoffmann, R., Silva Lora, E.E.: Revisiting energy efficiency, renewability, and sustainability indicators in biofuels life cycle: analysis and standardization proposal. J. Clean. Prod. 252, 119850 (2020). https://doi.org/10.1016/j.jclepro.2019.119850

    Article  Google Scholar 

  • Räikkönen, M., Välisalo, T., Shylina, D., Tilabi, S.: Supporting Asset Management Decision-Making—New Value Creation Perspective. In: Koskinen, K.T., Kortelainen, H., Aaltonen, J., Uusitalo, T., Komonen, K., Mathew, J., Laitinen, J. (eds.) Proceedings of the 10th World Congress on Engineering Asset Management (WCEAM 2015). LNME, pp. 479–486. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-27064-7_46

    Chapter  Google Scholar 

  • Saad, M.H., Nazzal, M.A., Darras, B.M.: A general framework for sustainability assessment of manufacturing processes. Ecol. Ind. 97, 211–224 (2019). https://doi.org/10.1016/j.ecolind.2018.09.062

    Article  Google Scholar 

  • Simon, H.: The Sciences of the Artificial. The MIT Press, MA, Cambridge (1996)

    Google Scholar 

  • WEF. How manufacturing can thrive in a digital world and lead a sustainable revolution. This article is related to the World Economic Forum’s Annual Meeting in Davos-Klosters, Switzerland, 21–24 January 2020 (2020)

    Google Scholar 

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Acknowledgments

This paper is supported by the European Union’s H2020 research and innovation programme under grant agreement Nº 958339, project DENiM (Digital intelligence for collaborative ENergy management in Manufacturing (https://denim-fof.eu/).

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Correspondence to Minna Räikkönen .

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Räikkönen, M. et al. (2023). Economic and Environmental Indicators for Assessing Energy Efficiency Improvements in the Smart Manufacturing Processes. In: Crespo Márquez, A., Gómez Fernández, J.F., González-Prida Díaz, V., Amadi-Echendu, J. (eds) 16th WCEAM Proceedings. WCEAM 2022. Lecture Notes in Mechanical Engineering. Springer, Cham. https://doi.org/10.1007/978-3-031-25448-2_56

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  • DOI: https://doi.org/10.1007/978-3-031-25448-2_56

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