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The EU-SENSE System for Chemical Hazards Detection, Identification, and Monitoring

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dc.abstract.enChemical reconnaissance, defined as hazards detection, identification, and monitoring, requires tools and solutions which provide reliable and precise data. In this field, the advances of artificial intelligence can be applied. This article aims to propose a novel approach for developing a chemical reconnaissance system that relies on machine learning, modelling algorithms, as well as the contaminant dispersion model to combine signals from different sensors and reduce false alarm rates. A case study of the European Union Horizon 2020 project–EU-SENSE is used and the main features of the system are analysed: heterogeneous sensor nodes components, chemical agents to be detected, and system architecture design. Through the proposed approach, chemical reconnaissance capabilities are improved, resulting in more effective crisis management. The idea for the system design can be used and developed in other areas, namely, in biological or radiological threat reconnaissance.
dc.affiliationUniwersytet Warszawski
dc.contributor.authorKoch-Eschweiler, Helge
dc.contributor.authorUrban, Mariusz
dc.contributor.authorSzklarski, Łukasz
dc.contributor.authorKopp, Norbert
dc.contributor.authorGudzbeler, Grzegorz
dc.contributor.authorGawlik-Kobylińska, Małgorzata
dc.date.accessioned2024-01-26T10:12:26Z
dc.date.available2024-01-26T10:12:26Z
dc.date.copyright2021-11-03
dc.date.issued2021
dc.description.accesstimeAT_PUBLICATION
dc.description.financePublikacja bezkosztowa
dc.description.number21
dc.description.versionFINAL_PUBLISHED
dc.description.volume11
dc.identifier.doi10.3390/APP112110308
dc.identifier.urihttps://repozytorium.uw.edu.pl//handle/item/122261
dc.identifier.weblinkhttps://www.mdpi.com/2076-3417/11/21/10308/pdf
dc.languageeng
dc.pbn.affiliationsecurity studies
dc.relation.ispartofApplied Sciences (Switzerland)
dc.relation.pages10308
dc.rightsCC-BY
dc.sciencecloudnosend
dc.subject.enChemical detection
dc.subject.enChemical identification
dc.subject.enChemical monitoring
dc.subject.enChemical reconnaissance
dc.subject.enMachine learning
dc.subject.enModelling algorithms
dc.subject.plSztuczna inteligencja
dc.subject.plRozpoznanie skażeń i zakażeń
dc.subject.plObrona przeciwchemiczna
dc.subject.plUczenie się maszyn
dc.subject.plAlgorytmy
dc.titleThe EU-SENSE System for Chemical Hazards Detection, Identification, and Monitoring
dc.typeJournalArticle
dspace.entity.typePublication