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Experiment to Scope Low Carbon Electricity Based Additive Manufacturing with IoT

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Internet of Things (GIoTS 2022)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 13533))

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Abstract

Seeking a potential of low carbon-based energy use for additive manufacturing, we present a preliminary experimental test using open source IoT tools on FDM (Fused Deposit Modelling) type of 3D printing. In our test we determine and categorize the electricity consumption of processes of a commercial grade FDM printer using a custom-built energy monitor. Our tests indicate that this model of FDM type 3D printer consumes between 22%–33% more energy when printing vertical volumes (Z-axis on 3D printing plate). Based on these tests we present a potential for IoT based low carbon FDM 3D printing using open-source data, hardware and software. With this the article’s contribution is two-fold. One as a study on energy and environmental impact of additive manufacturing and secondly as a potential and scope for IoT applications for facilitating low carbon additive manufacturing.

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References

  1. Khosravani, M.R., Reinicke, T.: On the environmental impacts of 3D printing technology. Appl. Mater. Today 20, 100689 (2020). https://doi.org/10.1016/j.apmt.2020.100689

    Article  Google Scholar 

  2. Annibaldi, V., Rotilio, M.: Energy consumption consideration of 3D printing. In: 2019 II Workshop on Metrology for Industry 4.0 and IoT (MetroInd4.0 IoT), pp. 243–248 (2019). https://doi.org/10.1109/METROI4.2019.8792856

  3. Ajay, J., Rathore, A.S., Song, C., Zhou, C., Xu, W.: Don’t forget your electricity bills! An empirical study of characterizing energy consumption of 3D printers. In: Proceedings of the 7th ACM SIGOPS Asia-Pacific Workshop on Systems, Association for Computing Machinery, New York, USA, pp. 1–8 (2016). https://doi.org/10.1145/2967360.2967377

  4. Peng, T.: Analysis of energy utilization in 3D printing processes. Procedia CIRP. 40, 62–67 (2016). https://doi.org/10.1016/j.procir.2016.01.055

    Article  Google Scholar 

  5. Szemeti, G., Ramanujan, D.: An empirical benchmark for resource use in fused deposition modelling 3D printing of isovolumetric mechanical components. Procedia CIRP. 105, 183–191 (2022). https://doi.org/10.1016/j.procir.2022.02.030

    Article  Google Scholar 

  6. Simon, T.R., Lee, W.J., Spurgeon, B.E., Boor, B.E., Zhao, F.: An Experimental Study on the Energy Consumption and Emission Profile of Fused Deposition Modeling Process. Procedia Manuf. 26, 920–928 (2018). https://doi.org/10.1016/j.promfg.2018.07.119

    Article  Google Scholar 

  7. Yoon, H.-S., et al.: A comparison of energy consumption in bulk forming, subtractive, and additive processes: review and case study. Int. J. Precis. Eng. Manuf. Green Technol. 1(3), 261–279 (2014). https://doi.org/10.1007/s40684-014-0033-0

    Article  Google Scholar 

  8. Baumers, M., Tuck, C., Wildman, R., Ashcroft, I., Hague, R.: Shape complexity and process energy consumption in electron beam melting: a case of something for nothing in additive manufacturing? J. Ind. Ecol. 21, S157–S167 (2017). https://doi.org/10.1111/jiec.12397

    Article  Google Scholar 

  9. Thøgersen, J., Nielsen, K.S.: A better carbon footprint label. J. Clean. Prod. 125, 86–94 (2016). https://doi.org/10.1016/j.jclepro.2016.03.098

    Article  Google Scholar 

  10. Tranberg, B., Corradi, O., Lajoie, B., Gibon, T., Staffell, I., Andresen, G.B.: Real-time carbon accounting method for the European electricity markets. Energ. Strat. Rev. 26, 100367 (2019). https://doi.org/10.1016/j.esr.2019.100367

    Article  Google Scholar 

  11. Salzillo, G., Rak, M., Moretta, F.: Threat modeling based penetration testing: the open energy monitor case study. In: 13th International Conference on Security of Information and Networks, Association for Computing Machinery, New York, USA, pp. 1–8 (2020). https://doi.org/10.1145/3433174.3433181

  12. Rak, M., Salzillo, G., Granata, D.: ESSecA: an automated expert system for threat modelling and penetration testing for IoT ecosystems. Comput. Electr. Eng. 99, 107721 (2022)

    Google Scholar 

  13. Tmrow.co: Live 24/7 CO2 emissions of electricity consumption. http://electricitymap.tmrow.co. Accessed 02 May 2022

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Correspondence to Kartikeya Acharya .

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Pokorniecki, D., Acharya, K. (2022). Experiment to Scope Low Carbon Electricity Based Additive Manufacturing with IoT. In: González-Vidal, A., Mohamed Abdelgawad, A., Sabir, E., Ziegler, S., Ladid, L. (eds) Internet of Things. GIoTS 2022. Lecture Notes in Computer Science, vol 13533. Springer, Cham. https://doi.org/10.1007/978-3-031-20936-9_33

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  • DOI: https://doi.org/10.1007/978-3-031-20936-9_33

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-031-20935-2

  • Online ISBN: 978-3-031-20936-9

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