TY  - JOUR
U1  - Zeitschriftenartikel, wissenschaftlich - begutachtet (reviewed)
A1  - Walter, Selina
A1  - Louw, Louis
A1  - Braun, Anja
T1  - Development of a product return process in the context of the Circular Economy with the help of Machine Learning
JF  - Procedia CIRP
N2  - The Circular Economy aims to reintroduce the value of products back into the economic cycle at the same value chain level. While the activities of the Circular Economy are already well-defined, there exists a gap in how returned products are treated by the industry. This study aims to examine how a process should be designed to handle returned products in the context of the Circular Economy. To achieve this, a machine learning-based algorithm is used to classify data and extract relevant information throughout the product life cycle. The focus of this research is limited to land transportation systems within the Sharing Economy sector.
Y1  - 2023
UN  - https://nbn-resolving.org/urn:nbn:de:bsz:rt2-opus4-48491
SN  - 2212-8271
SS  - 2212-8271
U6  - https://doi.org/10.1016/j.procir.2023.09.201
DO  - https://doi.org/10.1016/j.procir.2023.09.201
VL  - 120
IS  - 56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23, South Africa
SP  - 1498
EP  - 1503
S1  - 6
PB  - Elsevier
CY  - Amsterdam
ER  -