{"title":"A Solution for Air Quality Monitoring and Forecasting","authors":"Iasmina Gruicin, Marian-Emanuel Ionascu, M. Popa","doi":"10.1109/SACI.2018.8440994","DOIUrl":null,"url":null,"abstract":"Air quality monitoring is shifting towards more personalized means of data collection, trading accuracy for size and cost. In this paper, we introduce a concept solution for air quality monitoring composed of wearable sensing devices, methods of storing and computing the data and a web portal for visualizing the data. We present an analysis of the correlations between different air parameters, as well as a comparison between two multiple linear regression forecasting models for Nitrogen Dioxide (NO2) next-hour concentration prediction.","PeriodicalId":126087,"journal":{"name":"2018 IEEE 12th International Symposium on Applied Computational Intelligence and Informatics (SACI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE 12th International Symposium on Applied Computational Intelligence and Informatics (SACI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SACI.2018.8440994","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
Air quality monitoring is shifting towards more personalized means of data collection, trading accuracy for size and cost. In this paper, we introduce a concept solution for air quality monitoring composed of wearable sensing devices, methods of storing and computing the data and a web portal for visualizing the data. We present an analysis of the correlations between different air parameters, as well as a comparison between two multiple linear regression forecasting models for Nitrogen Dioxide (NO2) next-hour concentration prediction.