Machine Learning-based Predictive Life Cycle Assessment Approach during Product Design

Most of the past efforts for the environmental impact assessment has been carried out based on the manufactured product. Environmental improvement strategies intertwined with the product design will be more effective as 70-80% of the environmental impacts are fixed during the design phase. However,...

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Bibliographic Details

Published in:	Procedia CIRP Vol. 135; pp. 1070 - 1075
Main Authors:	Choudhary, Deepika, Patil, Parth, Weise, Sebastian, Sangwan, Kuldip Singh, Mennenga, Mark, Herrmann, Christoph
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 2025
Subjects:	Deep learning Environmental impact assessment Machine learning Product design Random forest Deep learning Environmental impact assessment Random forest Product design Machine learning
ISSN:	2212-8271, 2212-8271
Online Access:	Get full text
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