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Sensor Network

Publications

2024

SCIENTIFIC PAPER - WASTE MANAGEMENT 

A. de Lima Ribeiro, M. Fuchs, S. Lorenz, C. Röder, J. Heitmann, R. Gloaguen: Multi-sensor characterization for an improved identification of polymers in WEEE recycling. Waste Management, volume 178 (239–256), 2024. doi: 10.16/j.wasman.2024.02.024

BENCHMARK DATASET: PCB-Vision

Elias Arbash, Margret Fuchs, Behnood Rasti, Sandra Lorenz, Pedram Ghamisi, Richard Gloaguen: PCB-Vision: A Multiscene RGB-Hyperspectral Benchmark Dataset of Printed Circuit Boards. doi:10.48550/arXiv.2401.06528

2023

WHISPERS 2023

Elias ArbashAndréa de Lima RibeiroSam ThieleNina GnannBehnood RastiMargret FuchsPedram GhamisiRichard GloaguenMasking Hyperspectral Imaging Data with Pretrained Models. doi: 10.48550/arXiv.2311.03053

DATA: SPECTRAL LIBRARY - POLYMERS

A. de Lima Ribeiro, M. Fuchs, S. Lorenz, C. Röder, J. Heitmann, R. Gloaguen: Multi-sensor spectral database of WEEE polymers [Data set]. Rodare. http://doi.org/10.14278/rodare.2448

SMSI 2023

A. de Lima Ribeiro, M. Fuchs, S. Lorenz, R. Gloaguen, C. Röder, J. Heitmann, N. Schüler: How can Raman spectroscopy support optical detection systems for plastic identification in complex recycling streams? SMSI 2023, 2023-05-08 - 2023-05-11, Nürnberg, 217 - 218, doi: 10.5162/SMSI2023/D3.3

EGU 2023
Margret C. Fuchs, Sandra Lorenz, Yuleika C. Madriz Diaz, Titus Abend, Junaidh Shaik Fareedh, Andrea de Lima Ribeiro, Elias Arbash, Behnood Rasti, Jan Beyer, Christian Röder, Nadine Schüler, Kay Dornich, Johannes Heitmann, and Richard Gloaguen: How can agile sensing improve recycling stream characterisation and monitoring for e-waste? - news from the HELIOS lab. EGU General Assembly 2023, Vienna, Austria, 24–28 Apr 2023, EGU23-12298


Andréa de Lima Ribeiro, Margret Fuchs, Christian Röder, Nadine Schüler, Sandra Lorenz, Yang Xiao Sheng, Johannes Heitmann, Kay Dornich, and Richard Gloaguen: ​Potential of optical sensors for polymer type identification in e-waste recycling streams. EGU General Assembly 2023, Vienna, Austria, 24–28 Apr 2023, EGU23-12643 

 

 

2022

WHISPERS 2022

Elias Arbash, Margret Fuchs, Behnood Rasti, Andrea de Lima Ribeiro, Pedram Ghamisi, Richard Gloaguen: Developing an RGB-Based PCB Objects Detector For Evaluation Analysis Guidance in a Smart

Sensors Network.

Andrea de Lima Ribeiro, Margret C. Fuchs, Sandra Lorenz, Yuleika Madriz, Erik Herrmann, Richard Gloaguen: Integrated hyperspectral and Raman sensors for fast characterization of plastics in e-waste recycling streams. 

Margret C. Fuchs, Sandra Lorenz, Yuleika C. Madriz Dias, Titus Abend, Junaidh Shaik Fareedh, Andrea de Lima Ribeiro, Erik Herrmann, Elias Arbash, Seema Chouhan, Behnood Rasti, Jan Beyer, Christian Röder, Tejas Wakde, Nadine Schüler, Pedram Ghamisi, Kay Dornich, Johannes Heitmann, Richard Gloaguen: Smart hyperspectral sensor integration - insights from the HELIOS lab.

EGU 2022

Margret C. Fuchs, Andrea de Lima Ribeiro, Elias Arbash, Christian Röder, Nadine Schüler, Kay Dornich, Xiaosheng Yang, Richard Gloaguen, Johannes Heitmann: The RAMSES-4-CE project – developing a smart sensor network for e-waste characterisation. EGU22-13539, doi: 10.5194/egusphere-egu22-13539

SPIE.Photonics Europe 2022

Andréa de Lima Ribeiro, Margret C. Fuchs, Sandra Lorenz, Christian Röder, Yuleika C. Madriz, Erik Herrmann, Richard Gloaguen, Johannes Heitmann (2022): Multisensor characterization of WEEE polymers: spectral fingerprints for the recycling industry. Paper 12138-47

ACAMONTA 2022

Christian Röder, Margret Fuchs, Titus Abend, Jan Beyer, Nadine Schüler, Sandra Lorenz, Kay Dornich, Richard Gloaguen, Johannes Heitmann (2022): Kontaktlose Materialidentifikation und Digitalisierung für die Realisierung geschlossener Stoffkreisläufe. ACAMONTA 29, p. 23 - 26.

Outreach events

cross-innovation challenge

online pitch14.12.2021

Plastiktypen mit smarter Sensorik detektieren - Vision einer intelligenten Recyclinganlage

(polymer types detected with smart sensors - vision of an intelligent recycling system)

SENSOR:DISRUPT 28.09.2022

convention pitch at 11:25 on

"Smartes Sensor-Netzwerk für die Identifikation von Plastiken in Elektroschrotten                             (RAMSES-4-CE Projekt)"

at  Carlowitz Congresscenter Chemnitz

Technologieinsel:  Smart Sensorik, KI & IoT in der Produktion und Gebäudeautomatisierung

more info at: -> https://sensorxdisrupt.de/#slide 

                       -> https://www.silicon-saxony.de/nc/termine/event-detail/events-information/event/show/sensordisrupt/

                       

HZDR research talk 07.07.2022

"Developing a smart sensor network for polymer identification in e-waste recycling

- insights from the RAMSES-4-CE project"

https://cloud.hzdr.de/s/qdifrnfj8H2KHLz (PW: RTFuchs)

Project Flyer

download .pdf

FUNDED BY

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WHO IS PART OF RAMSES4CE

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