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-Reference-Cited by-同舟云学术

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

Published:2024-01 Issue: Volume:200 Page:107257
ISSN:0921-3449
Container-title:Resources, Conservation and Recycling
language:en
Short-container-title:Resources, Conservation and Recycling

Author:

Kroell Nils^ORCID,Maghmoumi Abtin^ORCID,Dietl Tobias,Chen Xiaozheng^ORCID,Küppers Bastian,Scherling Tabea^ORCID,Feil Alexander,Greiff Kathrin

Publisher

Elsevier BV

Subject

Economics and Econometrics,Waste Management and Disposal

Reference74 articles.

1. Phenomena-based modularisation of chemical process models to approach intensive options;Arizmendi-Sánchez;Chem. Eng. J.,2008

2. Expert-based modular simulator for municipal waste processing technology design;Bárkányi;Sustainability,2022

3. Benchmarking a DEM-CFD model of an optical belt sorter by experimental comparison;Bauer;Chem. Ing. Tech.,2023

4. Random forests;Breiman;Mach. Learn.,2001

5. Handbook of Material Flow Analysis;Brunner,2016

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