Publications
| Title | Author(s) |
|---|---|
| Near-infrared-based quality control of plastic pre-concentrates in lightweight-packaging waste sorting plants Journal Article (2023) | Kroell, Nils (Corresponding author) Chen, Xiaozheng Küppers, Bastian Schlögl, Sabine Feil, Alexander Herbert Greiff, Kathrin |
| 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 monitoring Journal Article (2023) | Kroell, Nils (Corresponding author) Maghmoumi, Abtin Dietl, Tobias Chen, Xiaozheng Küppers, Bastian Scherling, Tabea Anne-Marie Feil, Alexander Herbert Greiff, Kathrin |
| Sensor-based Sorting Contribution to a book (2023) | Chen, Xiaozheng Kroell, Nils Feil, Alexander Herbert Greiff, Kathrin |
| NIR-MFCO dataset: Near-infrared-based false-color images of post-consumer plastics at different material flow compositions and material flow presentations Journal Article (2023) | Kroell, Nils (Corresponding author) Chen, Xiaozheng Maghmoumi, Abtin Lorenzo, Julius Schlaak, Matthias Nordmann, Christian Küppers, Bastian Thor, Eric Greiff, Kathrin |
| Improving drum sieve performance in lightweight packaging waste recycling by automatic parameter adjustment through 3D laser triangulation-based process monitoring Journal Article (2023) | Chen, Xiaozheng (Corresponding author) Kroell, Nils Hofmann, Benedikt Schlögl, Sabine Greiff, Kathrin |
| Near-infrared-based determination of mass-based material flow compositions in mechanical recycling of post-consumer plastics : Technical feasibility enables novel applications Journal Article (2023) | Kroell, Nils (Corresponding author) Chen, Xiaozheng Küppers, Bastian Lorenzo, Julius Maghmoumi, Abtin Schlaak, Matthias Thor, Eric Nordmann, Christian Greiff, Kathrin |
| Enabling mechanical recycling of plastic bottles with shrink sleeves through near-infrared spectroscopy and machine learning algorithms Journal Article (2022) | Chen, Xiaozheng (Corresponding author) Kroell, Nils Althaus, Malte Pretz, Thomas Pomberger, Roland Greiff, Kathrin |
| Implementierung von Sensor-based Material flow Monitoring in einer Kunststoffsortieranlage Contribution to a book, Contribution to a conference proceedings (2022) | Schögl, Sabine (Corresponding author) Kamleitner, Josef Kroell, Nils Chen, Xiaozheng |
| Optimierte Sortierung von Leichtverpackungsabfällen durch ein intelligentes Stoffstrommanagement Contribution to a book, Contribution to a conference proceedings (2022) | Kroell, Nils (Corresponding author) Chen, Xiaozheng Nordmann, Christian Pfund, Elias Lorenzo, Julius Dietl, Tobias Maghmoumi, Abtin Küppers, Bastian Feil, Alexander Herbert Greiff, Kathrin |
| Optical sensors and machine learning algorithms in sensor-based material flow characterization for mechanical recycling processes : A systematic literature review Journal Article (2022) | Kroell, Nils (Corresponding author) Chen, Xiaozheng Greiff, Kathrin Feil, Alexander Herbert |
| Assessment of sensor-based sorting performance for lightweight packaging waste through sensor-based material flow monitoring: Concept and preliminary results Contribution to a book, Contribution to a conference proceedings (2022) | Kroell, Nils (Corresponding author) Dietl, Tobias Maghmoumi, Abtin Chen, Xiaozheng Küppers, Bastian Feil, Alexander Herbert Greiff, Kathrin |
| 9th Sensor-Based Sorting & Control 2022 Book, Proceedings (2022) | Greiff, Kathrin (Editor) Wotruba, Hermann (Editor) Feil, Alexander Herbert (Editor) Kroell, Nils (Editor) Chen, Xiaozheng (Editor) Gürsel, Devrim (Editor) Merz, Vincent (Editor) |
| Sensorbasierte Vorhersage von Korngrößenverteilungen durch Machine Learning Modelle auf Basis von 3D-Lasertriangulationsmessungen Contribution to a book, Contribution to a conference proceedings (2022) | Kroell, Nils (Corresponding author) Schönfelder, Paula Valentina Chen, Xiaozheng Johnen, Kay Feil, Alexander Herbert Greiff, Kathrin |
| Enhancing plastic bottle sorting through shrink sleeve detection with near-infrared spectroscopy by validation of machine learning algorithms Book, Dissertation / PhD Thesis (2022) | Chen, Xiaozheng |
| Influence of long-term natural degradation processes on near-infrared spectra and sorting of post-consumer plastics Journal Article (2021) | Chen, Xiaozheng (Corresponding author) Kroell, Nils Dietl, Tobias Feil, Alexander Herbert Greiff, Kathrin |
| Sensor-based particle mass prediction of lightweight packaging waste using machine learning algorithms Journal Article (2021) | Kroell, Nils (Corresponding author) Chen, Xiaozheng Maghmoumi, Abtin Koenig, Morgane Feil, Alexander Herbert Greiff, Kathrin |
| Nahinfrarot-basierte Stoffstromüberwachung von Bau- und Abbruchabfällen Contribution to a book, Contribution to a conference proceedings (2021) | Hernández Parrodi, Juan Carlos Kroell, Nils Chen, Xiaozheng Dietl, Tobias Pfund, Elias Küppers, Bastian Nordmann, Christian |
| Influences of bioplastic polylactic acid on near-infrared-based sorting of conventional plastic Journal Article (2021) | Chen, Xiaozheng (Corresponding author) Kroell, Nils Li, Ke Feil, Alexander Herbert Pretz, Thomas |
| Fine metal-rich waste stream characterization based on RGB data : Comparison between feature-based and deep learning classification methods Contribution to a book, Contribution to a conference proceedings (2021) | Kroell, Nils (Corresponding author) Johnen, Kay Chen, Xiaozheng Feil, Alexander Herbert |
| Determining the composition of post-consumer flexible multilayer plastic packaging with near-infrared spectroscopy Journal Article (2021) | Chen, Xiaozheng (Corresponding author) Kroell, Nils Wickel, Jan Feil, Alexander Herbert |
| Determination of the composition of multilayer plastic packaging with NIR spectroscopy Journal Article (2020) | Chen, Xiaozheng (Corresponding author) Kroell, Nils Feil, Alexander Herbert Pretz, Thomas |
| Influences and consequences of mechanical delabelling on pet recycling Journal Article (2019) | Küppers, Bastian (Corresponding author) Chen, Xiaozheng Seidler, Irina Friedrich, Karl Raulf, Karoline Pretz, Thomas Feil, Alexander Herbert Pomberger, Roland Vollprecht, Daniel |
| Detection and classification of heterogeneous materials as well as small particles using NIR-spectroscopy by validation of algorithms Contribution to a book, Contribution to a conference proceedings (2019) | Chen, Xiaozheng Feil, Alexander Herbert (Corresponding author) |
| Integration of markers in textile products to improve the recyclability Contribution to a conference proceedings (2018) | Chen, Xiaozheng (Corresponding author) Schlüter, Tobias Hollerbach, Laura Pretz, Thomas De Vrieze, Mike Corneillie, Stijn |
| Coding system for recycling textiles Journal Article (2018) | Schlüter, Tobias (Corresponding author) Gries, Thomas Vanneste, Myriam De Vrieze, Mike De Schrijver, Isabel Corneillie, Stijn Chen, Xiaozheng |