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Peckhaus, Andreas and Walter, Arne and Kraus, Marian and Gebert, Florian and Duschek, Frank (2021) Quantitative determination of hazardous substances in aerosols by light scattering and machine learning with the example of Cr(VI) in electroplating processes. In: Applied Industrial Spectroscopy, AIS 2021 - Part of Optical Sensors and Sensing Congress 2021, p. 1. OSA. OSA - Optical Sensors and Sensing Congress 2021, 19. – 23. July 2021, Online. doi: 10.1364/AIS.2021.JTu5A.25. ISBN 978-155752820-9.
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Official URL: https://www.osapublishing.org/abstract.cfm?URI=AIS-2021-JTu5A.25
Abstract
Regulations of safety usage of hazardous substances impose companies to monitor their emissions. A novel approach is presented to determine the mass concentration of Cr(VI) in exhaust air based on angular light scattering combined with machine learning algorithms
| Item URL in elib: | https://elib.dlr.de/146919/ | ||||||||||||||||||
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| Document Type: | Conference or Workshop Item (Poster) | ||||||||||||||||||
| Title: | Quantitative determination of hazardous substances in aerosols by light scattering and machine learning with the example of Cr(VI) in electroplating processes | ||||||||||||||||||
| Authors: |
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| Date: | 20 July 2021 | ||||||||||||||||||
| Journal or Publication Title: | Applied Industrial Spectroscopy, AIS 2021 - Part of Optical Sensors and Sensing Congress 2021 | ||||||||||||||||||
| Refereed publication: | No | ||||||||||||||||||
| Open Access: | Yes | ||||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||||
| In SCOPUS: | Yes | ||||||||||||||||||
| In ISI Web of Science: | No | ||||||||||||||||||
| DOI : | 10.1364/AIS.2021.JTu5A.25 | ||||||||||||||||||
| Page Range: | p. 1 | ||||||||||||||||||
| Publisher: | OSA | ||||||||||||||||||
| Series Name: | Applied Industrial Spectroscopy 2021 | ||||||||||||||||||
| ISBN: | 978-155752820-9 | ||||||||||||||||||
| Status: | Published | ||||||||||||||||||
| Keywords: | light scattering, chromat aerosol, machine learning, detection of hazardous substances | ||||||||||||||||||
| Event Title: | OSA - Optical Sensors and Sensing Congress 2021 | ||||||||||||||||||
| Event Location: | Online | ||||||||||||||||||
| Event Type: | international Conference | ||||||||||||||||||
| Event Dates: | 19. – 23. July 2021 | ||||||||||||||||||
| Organizer: | OSA | ||||||||||||||||||
| HGF - Research field: | other | ||||||||||||||||||
| HGF - Program: | other | ||||||||||||||||||
| HGF - Program Themes: | other | ||||||||||||||||||
| DLR - Research area: | Aeronautics | ||||||||||||||||||
| DLR - Program: | L DT - Defense Technology | ||||||||||||||||||
| DLR - Research theme (Project): | L - Reconnaissance | ||||||||||||||||||
| Location: | Lampoldshausen | ||||||||||||||||||
| Institutes and Institutions: | Institute of Technical Physics > Atmospheric Propagation and Effect | ||||||||||||||||||
| Deposited By: | Peckhaus, Andreas | ||||||||||||||||||
| Deposited On: | 15 Dec 2021 10:25 | ||||||||||||||||||
| Last Modified: | 02 Mar 2022 10:14 |
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