Preprint Article Version 1 Preserved in Portico This version is not peer-reviewed

Modelling of Energy Consumption in Manufacturing: A Practical Framework to Select the Modelling Approach

Akshay Ranade
* ,
José Ignacio Barbero
,
Lidia Parilla Benitez
,
Michele Gadaleta
,
Teresa Gutiérrez
,
Juha Virtanen
,
Andriy Hryshchenko
ORCID logo ,
Alan McGibney
,
Ken Bruton
ORCID logo
Version 1 : Received: 27 February 2024 / Approved: 27 February 2024 / Online: 27 February 2024 (15:38:35 CET)

How to cite: Ranade, A.; Barbero, J.I.; Benitez, L.P.; Gadaleta, M.; Gutiérrez, T.; Virtanen, J.; Hryshchenko, A.; McGibney, A.; Bruton, K. Modelling of Energy Consumption in Manufacturing: A Practical Framework to Select the Modelling Approach. Preprints 2024, 2024021572. https://doi.org/10.20944/preprints202402.1572.v1 Ranade, A.; Barbero, J.I.; Benitez, L.P.; Gadaleta, M.; Gutiérrez, T.; Virtanen, J.; Hryshchenko, A.; McGibney, A.; Bruton, K. Modelling of Energy Consumption in Manufacturing: A Practical Framework to Select the Modelling Approach. Preprints 2024, 2024021572. https://doi.org/10.20944/preprints202402.1572.v1

Abstract

Energy consumption modelling is of critical importance for improving energy efficiency in the drive towards sustainable manufacturing. Modern manufacturing processes and machine tools are very complex as they involve interplay of several advanced technologies. Therefore, energy modelling of modern machine tools is a complex multi-disciplinary task. This paper proposes a systematic and practical framework to choose the appropriate modelling approach for a given industrial problem. The framework was validated by applying it to diverse industrial scenarios.

Keywords

System Modelling; Sustainable Manufacturing; Energy Efficiency; Industry 4.0

Subject

Engineering, Industrial and Manufacturing Engineering

Copyright: This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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