| Optical sensors and machine learning algorithms in sensor-based material flow characterization for mechanical recycling processes: A systematic literature review N Kroell, X Chen, K Greiff, A Feil Waste Management 149, 259-290, 2022 | 63 | 2022 |
| Determining the composition of post-consumer flexible multilayer plastic packaging with near-infrared spectroscopy X Chen, N Kroell, J Wickel, A Feil Waste Management 123, 33-41, 2021 | 39 | 2021 |
| Sensor-based particle mass prediction of lightweight packaging waste using machine learning algorithms N Kroell, X Chen, A Maghmoumi, M Koenig, A Feil, K Greiff Waste management 136, 253-265, 2021 | 32 | 2021 |
| Enabling mechanical recycling of plastic bottles with shrink sleeves through near-infrared spectroscopy and machine learning algorithms X Chen, N Kroell, M Althaus, T Pretz, R Pomberger, K Greiff Resources, Conservation and Recycling 188, 106719, 2023 | 31 | 2023 |
| Influences of bioplastic polylactic acid on near-infrared-based sorting of conventional plastic X Chen, N Kroell, K Li, A Feil, T Pretz Waste management & research 39 (9), 1210-1213, 2021 | 22 | 2021 |
| Determination of the composition of multilayer plastic packaging with NIR spectroscopy X Chen, N Kroell, A Feil, T Pretz Detritus 13, 62-66, 2020 | 18 | 2020 |
| Near-infrared-based determination of mass-based material flow compositions in mechanical recycling of post-consumer plastics: Technical feasibility enables novel applications N Kroell, X Chen, B Küppers, J Lorenzo, A Maghmoumi, M Schlaak, ... Resources, Conservation and Recycling 191, 106873, 2023 | 17 | 2023 |
| Influence of long-term natural degradation processes on near-infrared spectra and sorting of post-consumer plastics X Chen, N Kroell, T Dietl, A Feil, K Greiff Waste Management 136, 213-218, 2021 | 17 | 2021 |
| Anforderungen an eine effiziente technologische Behandlung von Post-Consumer Verpackungsmaterialien in Sortieranlagen A Feil, N Kroell, K Greiff, T Pretz Müll Und Abfall 21 (7), 362-370, 2021 | 15 | 2021 |
| Assessment of sensor-based sorting performance for lightweight packaging waste through sensor-based material. ow monitoring: Concept and preliminary results N Kroell, T Dietl, A Maghmoumi, X Chen 9th Sensor-Based Sorting & Control 2022 9, 35, 2022 | 13 | 2022 |
| Relevance and challenges of plant control in the pre-processing stage for enhanced sorting performance B Küppers, S Schlögl, N Kroell, V Radkohl 9th Sensor-Based Sorting & Control 2022 9, 17, 2022 | 12 | 2022 |
| 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 … N Kroell, A Maghmoumi, T Dietl, X Chen, B Küppers, T Scherling, A Feil, ... Resources, Conservation and Recycling 200, 107257, 2024 | 8 | 2024 |
| imea: A Python package for extracting 2D and 3D shape measurements from images N Kroell Journal of Open Source Software 6 (60), 3091, 2021 | 7 | 2021 |
| Near-infrared-based quality control of plastic pre-concentrates in lightweight-packaging waste sorting plants N Kroell, X Chen, B Küppers, S Schlögl, A Feil, K Greiff Resources, Conservation and Recycling 201, 107256, 2024 | 6 | 2024 |
| NIR-MFCO dataset: Near-infrared-based false-color images of post-consumer plastics at different material flow compositions and material flow presentations N Kroell, X Chen, A Maghmoumi, J Lorenzo, M Schlaak, C Nordmann, ... Data in brief 48, 109054, 2023 | 6 | 2023 |
| Developing a prediction model in a lightweight packaging waste sorting plant using sensor-based sorting data combined with data of external near-infrared and LiDAR sensors S Schloegl, J Kamleitner, N Kroell, X Chen, D Vollprecht, ... Waste management & research, 0734242X241237184, 2024 | 4 | 2024 |
| Sensor-based sorting X Chen, N Kroell, A Feil, K Greiff Handbook of Recycling, 145-159, 2024 | 4 | 2024 |
| Sensorbasierte Vorhersage von Korngrößenverteilungen durch Machine Learning Modelle auf Basis von 3D-Lasertriangulationsmessungen N Kroell, P Schönfelder, X Chen, K Johnen, A Feil, K Greiff Bockreis, A, Faulstich, M, Flamme, S, Kranert, M, Mocker, M, Nelles, M, et …, 2022 | 3 | 2022 |
| Fine metal-rich waste stream characterization based on RGB data: Comparison between feature-based and deep learning classification methods N Kroell, K Johnen, X Chen, A Feil Optical Characterization of Materials 5, 83-97, 2021 | 3 | 2021 |
| Entwicklung einer Methodik zur Wertstoffgehaltsbestimmung von feinkörnigen Abfällen K Johnen, N Kroell, A Feil 15. Recy & DepoTech-Konferenz: Montanuniversität Leoben, Osterreich, 0 | 3 | |
