Development and validation of a parametric model for fast life cycle assessment in early embodiment design

ABSTRACT: Early embodiment design requires sustainability considerations for design alternatives that traditional LCA techniques cannot efficiently support. This paper presents a fast parametric LCA model that expresses environmental impacts as linear functions of material mass, recycled content and recyclability potential, allowing rapid evaluation of design alternatives. Applied to load break switch drives of two generations, the model achieves a MAPE below 5% relative to conventional ISO-compliant LCA results and demonstrates its capability to support design space exploration.

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Publication Details

Journal
Proceedings of the Design Society
Published
2026-07-02
DOI
https://doi.org/10.1017/pds.2026.10497
Primary Topic
Environmental Impact and Sustainability
Type
article
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article

Development and validation of a parametric model for fast life cycle assessment in early embodiment design

Samuel Rader, Nada Sahlab, Tobias Düser, Marco Lo Guzzo et al.
Proceedings of the Design Society
Environmental Impact and Sustainability
article

Development and validation of a parametric model for fast life cycle assessment in early embodiment design

Samuel Rader, Nada Sahlab, Tobias Düser, Marco Lo Guzzo, Alborz Aghamaleki Sarvestani
article en

Abstract

ABSTRACT: Early embodiment design requires sustainability considerations for design alternatives that traditional LCA techniques cannot efficiently support. This paper presents a fast parametric LCA model that expresses environmental impacts as linear functions of material mass, recycled content and recyclability potential, allowing rapid evaluation of design alternatives. Applied to load break switch drives of two generations, the model achieves a MAPE below 5% relative to conventional ISO-compliant LCA results and demonstrates its capability to support design space exploration.

Proceedings of the Design SocietyVol. 6
Karlsruhe Institute of Technology (DE), ABB (Switzerland) (CH)
Responsible consumption and production
Openalex Percentile: Top 12%
Environmental Impact and Sustainability
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