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Quantitative determination of hazardous substances in aerosols by light scattering and machine learning with the example of Cr(VI) in electroplating processes

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/
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:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iD
Peckhaus, AndreasAndreas.Peckhaus (at) dlr.deUNSPECIFIED
Walter, ArneArne.Walter (at) dlr.deUNSPECIFIED
Kraus, MarianMarian.Kraus (at) dlr.dehttps://orcid.org/0000-0002-5385-9420
Gebert, FlorianFlorian.Gebert (at) dlr.deUNSPECIFIED
Duschek, FrankFrank.Duschek (at) dlr.deUNSPECIFIED
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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