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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
Date Issued
2024-05
Sprache
English
TORE-DOI
Volume
4
Start Page
1339
End Page
1348
Citation
18th International Design Conference, DESIGN 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.
Subjects
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