Person
Nils Kroell
M.Sc.Lehrstuhl für Anthropogene Stoffkreisläufe und Institut für Aufbereitung, Kokerei und Brikettierung
Forschungsgruppenleiter "Sensortechnik und Data Science"
Adresse
Gebäude: 1140
Raum: 029
Wüllnerstraße 2
52062 Aachen
Publikationen
| Titel | Autor(en) |
|---|---|
| Near-infrared-based quality control of plastic pre-concentrates in lightweight-packaging waste sorting plants Fachzeitschriftenartikel (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 Fachzeitschriftenartikel (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 Buchbeitrag (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 Fachzeitschriftenartikel (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 Fachzeitschriftenartikel (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 Fachzeitschriftenartikel (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 Fachzeitschriftenartikel (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 Buchbeitrag, Beitrag zu einem Tagungsband (2022) | Schögl, Sabine (Corresponding author) Kamleitner, Josef Kroell, Nils Chen, Xiaozheng |
| Optimierte Sortierung von Leichtverpackungsabfällen durch ein intelligentes Stoffstrommanagement Buchbeitrag, Beitrag zu einem Tagungsband (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 Fachzeitschriftenartikel (2022) | Kroell, Nils (Corresponding author) Chen, Xiaozheng Greiff, Kathrin Feil, Alexander Herbert |
| Relevance and challenges of plant control in the pre-processing stage for enhanced sorting performance Buchbeitrag, Beitrag zu einem Tagungsband (2022) | Küppers, Bastian (Corresponding author) Schlögl, Sabine Kroell, Nils Radkohl, Verena |
| Assessment of sensor-based sorting performance for lightweight packaging waste through sensor-based material flow monitoring: Concept and preliminary results Buchbeitrag, Beitrag zu einem Tagungsband (2022) | Kroell, Nils (Corresponding author) Dietl, Tobias Maghmoumi, Abtin Chen, Xiaozheng Küppers, Bastian Feil, Alexander Herbert Greiff, Kathrin |
| 9th Sensor-Based Sorting & Control 2022 Buch, Tagungsband (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 Buchbeitrag, Beitrag zu einem Tagungsband (2022) | Kroell, Nils (Corresponding author) Schönfelder, Paula Valentina Chen, Xiaozheng Johnen, Kay Feil, Alexander Herbert Greiff, Kathrin |
| Influence of long-term natural degradation processes on near-infrared spectra and sorting of post-consumer plastics Fachzeitschriftenartikel (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 Fachzeitschriftenartikel (2021) | Kroell, Nils (Corresponding author) Chen, Xiaozheng Maghmoumi, Abtin Koenig, Morgane Feil, Alexander Herbert Greiff, Kathrin |
| Nahinfrarot-basierte Stoffstromüberwachung von Bau- und Abbruchabfällen Buchbeitrag, Beitrag zu einem Tagungsband (2021) | Hernández Parrodi, Juan Carlos Kroell, Nils Chen, Xiaozheng Dietl, Tobias Pfund, Elias Küppers, Bastian Nordmann, Christian |
| Anforderungen an eine effiziente technologische Behandlung von Post-Consumer Verpackungsmaterialien in Sortieranlagen : Möglichkeiten und Grenzen Fachzeitschriftenartikel (2021) | Feil, Alexander Herbert Kroell, Nils Pretz, Thomas Greiff, Kathrin |
| Influences of bioplastic polylactic acid on near-infrared-based sorting of conventional plastic Fachzeitschriftenartikel (2021) | Chen, Xiaozheng (Corresponding author) Kroell, Nils Li, Ke Feil, Alexander Herbert Pretz, Thomas |
| imea: A Python package for extracting 2D and 3D shape measurements from images Fachzeitschriftenartikel (2021) | Kroell, Nils (Corresponding author) |
| Fine metal-rich waste stream characterization based on RGB data : Comparison between feature-based and deep learning classification methods Buchbeitrag, Beitrag zu einem Tagungsband (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 Fachzeitschriftenartikel (2021) | Chen, Xiaozheng (Corresponding author) Kroell, Nils Wickel, Jan Feil, Alexander Herbert |
| Quantitative Klemmkornbestimmung mittels Bildauswertung am Beispiel der Siebung von Abfallfeinfraktionen Buchbeitrag, Beitrag zu einem Tagungsband (2020) | Johnen, Kay (First author) Kroell, Nils |
| Entwicklung einer Methodik zur Wertstoffgehaltsbestimmung von feinkörnigen Abfällen Buchbeitrag, Beitrag zu einem Tagungsband (2020) | Johnen, Kay (First author) Kroell, Nils Feil, Alexander Herbert |
| Determination of the composition of multilayer plastic packaging with NIR spectroscopy Fachzeitschriftenartikel (2020) | Chen, Xiaozheng (Corresponding author) Kroell, Nils Feil, Alexander Herbert Pretz, Thomas |