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{"title":"Quantitative determination of hazardous substances in aerosols by light scattering and machine learning with the example of Cr(VI) in electroplating processes","authors":"Andreas Peckhaus, Arne Walter, Marian Kraus, F. Gebert, F. Duschek","doi":"10.1364/ais.2021.jtu5a.25","DOIUrl":null,"url":null,"abstract":": Regulations of safety usage of hazardous substances impose companies to monitor their emissions. A novel approach determines the mass concentration of Cr(VI) in exhaust airflow based on angular light scattering combined with machine learning algorithms. © 2021 The Author(s)","PeriodicalId":104995,"journal":{"name":"OSA Optical Sensors and Sensing Congress 2021 (AIS, FTS, HISE, SENSORS, ES)","volume":"48 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"OSA Optical Sensors and Sensing Congress 2021 (AIS, FTS, HISE, SENSORS, ES)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1364/ais.2021.jtu5a.25","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
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用光散射和机器学习定量测定气溶胶中有害物质——以电镀过程中铬(VI)为例
危险物质安全使用条例要求公司监测其排放。提出了一种基于角光散射与机器学习相结合的排气气流中Cr(VI)质量浓度测定方法。©2021作者
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