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Data-driven life cycle assessment for mechatronic systems: a comparative analysis of environmental impact assessments
Citation Link: https://doi.org/10.15480/882.9684
Publikationstyp
Conference Paper
Publikationsdatum
2024-05
Sprache
English
Enthalten in
Volume
4
Start Page
1339
End Page
1348
Citation
Proceedings of the Design Society 4: 1339-1348 (2024)
Contribution to Conference
Publisher DOI
Scopus ID
Publisher
Cambridge University Press
The growing emphasis on sustainability integrates eco-design and life cycle analysis into product development. Despite the value of LCAs, data limitations lead to assumptions, impacting accuracy. This study compares an estimation-based LCA with a data-driven approach, focusing on a laser machine's operational phase. The significant influence of resource consumption during operation underscores the necessity of optimization. Applying a data-driven approach reveals a 24% difference compared to the estimation-based method, emphasizing the challenges in obtaining accurate data for effective LCAs.
Schlagworte
data-driven design
life cycle assessment (LCA)
sustainability
DDC Class
620: Engineering
333: Economics of Land and Energy
510: Mathematics
650: Management, Public Relations
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Name
data-driven-life-cycle-assessment-for-mechatronic-systems-a-comparative-analysis-of-environmental-impact-assessments.pdf
Type
main article
Size
511.55 KB
Format
Adobe PDF