[HTML][HTML] 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… - Resources …, 2023 - Elsevier
Shrink sleeves interfere with the mechanical recycling of plastic bottles because of their poor
sortability during near-infrared (NIR)-based sorting. This study aims to identify reasons for …

[HTML][HTML] Near-infrared-based determination of mass-based material flow compositions in mechanical recycling of post-consumer plastics: Technical feasibility enables …

N Kroell, X Chen, B Küppers, J Lorenzo… - Resources …, 2023 - Elsevier
Mass-based material flow compositions (MFCOs) are crucial to assess and optimize
mechanical plastic recycling processes. While MFCOs are determined by manual sorting …

Sensor-based particle mass prediction of lightweight packaging waste using machine learning algorithms

N Kroell, X Chen, A Maghmoumi, M Koenig, A Feil… - Waste management, 2021 - Elsevier
Sensor-based material flow characterization (SBMC) promises to improve the performance
of future-generation sorting plants by enabling new applications like automatic quality …

[HTML][HTML] Towards digital twins of waste sorting plants: Developing data-driven process models of industrial-scale sensor-based sorting units by combining machine …

N Kroell, A Maghmoumi, T Dietl, X Chen… - Resources …, 2024 - Elsevier
Sorting plants are crucial for effective recycling, but their optimization can be challenging
due to the heterogeneity of waste streams. We introduce a novel approach to holistically …

Real time material flow monitoring in mechanical waste processing and the relevance of fluctuations

A Curtis, B Küppers, S Möllnitz, K Khodier, R Sarc - Waste management, 2021 - Elsevier
To achieve the goals of the circular economy, significant improvements in non-hazardous
solid waste processing/treatment must be made. Large deficits in the digitalization of …

Challenges and solutions for plastic packaging in a circular economy

J Schmidt, M Auer, J Moesslein… - Chemie Ingenieur …, 2021 - Wiley Online Library
New regulations require improvement of plastic packaging waste management to meet
higher recycling rates. One solution for today's multilayers and other sorting challenges is …

[HTML][HTML] Influence of pre-screening on down-stream processing for the production of plastic enriched fractions for recycling from mixed commercial and municipal …

S Möllnitz, B Küppers, A Curtis, K Khodier, R Sarc - Waste management, 2021 - Elsevier
The use of plastic waste as resource gains more and more attention. In this context, material
recycling is especially focused on packaging plastics. Further waste streams that contain a …

A State of Art and Prospects of Handling Used PET Bottles

IO Mikulionok - Energy Technologies & Resource Saving, 2021 - etars-journal.org
The main data on the production volume of bottles from polyethylene terephthalate (PET) in
the world are presented. The main ways of handling used PET bottles as one of the …

[HTML][HTML] 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… - Data in brief, 2023 - Elsevier
Determining mass-based material flow compositions (MFCOs) is crucial for assessing and
optimizing the recycling of post-consumer plastics. Currently, MFCOs in plastic recycling are …

[PDF][PDF] Influence of throughput rate and input composition on sensor-based sorting efficiency

B Küppers, I Seidler, G Koinig… - …, 2020 - opus.bibliothek.uni-augsburg.de
According to the Directive (EU) 2018/851 of the European Union, higher recycling rates for
municipal waste will have to be met in the near future. Beside improvements to the collection …