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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Vydané v:	Procedia CIRP Ročník 135; s. 1070 - 1075
Hlavní autori:	Choudhary, Deepika, Patil, Parth, Weise, Sebastian, Sangwan, Kuldip Singh, Mennenga, Mark, Herrmann, Christoph
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 2025
Predmet:	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
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