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Requirements-Driven Reference Architecture for Circular Manufacturing Data Ecosystems2026 Zenodo (CERN European Organization for Nuclear Research) article Engineering Digital Transformation in Industry Open access
Michael Winter, Wan Li, Falbe Max, Sebastian Heppner, Mohammad Hadi Khori Jannatabadi, Álvaro Ojeda Roldán, +4 more
0citations -
Requirements-Driven Reference Architecture for Circular Manufacturing Data Ecosystems2026 Zenodo (CERN European Organization for Nuclear Research) article Engineering Digital Transformation in Industry Open access
Michael Winter, Wan Li, Falbe Max, Sebastian Heppner, Mohammad Hadi Khori Jannatabadi, Álvaro Ojeda Roldán, +4 more
0citations -
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 -
Deep learning-based prediction of particle size distributions in construction and demolition waste recycling using convolutional neural networks on 3D laser triangulation data2025 Construction and Building Materials article Engineering Recycled Aggregate Concrete Performance Open access
Nils Kroell, Eric Thor, Lieve Josephina Leonie Göbbels, Xiaozheng Chen
15citations -
Decarbonization, Dematerialization, and Economic Gains in Circular Economy for Construction and Demolition Waste Management in Europe2026 Environmental Science & Technology article Engineering Recycled Aggregate Concrete Performance Open access
Chunbo Zhang, Jinxin Wang, Shuo Wang, Rupert J. Myers, Julia A. Stegemann
0citations