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Towards digital twins of waste sorting plants: Developing data-driven process models of industrial-scale sensor-based sorting units by combining machine learning with near-infrared-based process monitoring2023 Resources Conservation and Recycling article Engineering Fault Detection and Control Systems Open access
Nils Kroell, Abtin Maghmoumi, Tobias Dietl, Xiaozheng Chen, Bastian Küppers, Tabea Scherling, +2 more
36citations -
Paper and Board in Lightweight Packaging Waste: Assessing Resource Potentials Through Manual Analysis and Sensor-Based Material Flow Monitoring2023 SSRN Electronic Journal preprint Environmental Science Municipal Solid Waste Management Open access
Alena Maria Spies, Nils Kroell, Annika Ludes, Bastian Küppers, Karoline Raulf, Kathrin Greiff
0citations -
Near-infrared-based quality control of plastic pre-concentrates in lightweight-packaging waste sorting plants2023 Resources Conservation and Recycling article Chemistry Spectroscopy and Chemometric Analyses Open access
Nils Kroell, Xiaozheng Chen, Bastian Küppers, S.M. Schlögl, Alexander Feil, Kathrin Greiff
25citations -
NIR-MFCO dataset: Near-infrared-based false-color images of post-consumer plastics at different material flow compositions and material flow presentations2023 Zenodo (CERN European Organization for Nuclear Research) dataset Chemistry Spectroscopy and Chemometric Analyses Open access
Nils Kroell, Xiaozheng Chen, Abtin Maghmoumi, Julius Lorenzo, Matthias Schlaak, Christian Nordmann, +2 more
0citations -
NIR-MFCO dataset: Near-infrared-based false-color images of post-consumer plastics at different material flow compositions and material flow presentations2023 Zenodo (CERN European Organization for Nuclear Research) dataset Chemistry Spectroscopy and Chemometric Analyses Open access
Nils Kroell, Xiaozheng Chen, Abtin Maghmoumi, Julius Lorenzo, Matthias Schlaak, Christian Nordmann, +2 more
0citations
6 results