Sensor-Based Moisture Prediction for Flat Roofs

Giacomo Da Col*, Eva Eggeling, Marco Hudelist, Christoph Schinko, Christof Surtmann, Erich Teppan

*Korrespondierende/r Autor/-in für diese Arbeit

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandBegutachtung

Abstract

Flat roofs have become popular also in central and northern Europe during the last decades. One advantage when compared to pitched roofs is that flat roofs are typically significantly cheaper. Furthermore, the roof space can be used also as a garden, a terrace or simply to quite easily install photo-voltaic systems on it. However, flat roofs are known to be prone to drainage and leakage issues. Roof utilization as a garden or the shadowing of installed photo-voltaic systems magnify this problem. For these reasons, installing moisture sensors inside the roof in order to monitor the moisture levels is one possibility to detect roof damages early and keep repairing costs low. In this paper we report on first results of an industrial project that aims to go one step further. Based on past sensor values the goal is to predict how moisture levels will progress in the near future and thus be able to identify problems before they become critical.
Originalspracheenglisch
TitelPAIS 2022 - 11th Conference on Prestigious Applications of Artificial Intelligence, co-located with IJCAI-ECAI 2022
Redakteure/-innenAndrea Passerini, Thomas Schiex
Herausgeber (Verlag)IOS Press BV
Seiten149 - 152
Seitenumfang4
Band351
ISBN (elektronisch)978-164368294-5
DOIs
PublikationsstatusVeröffentlicht - 15 Juli 2022
Veranstaltung11th International Conference on Prestigious Applications of Intelligent Systems: PAIS 2022 - Vienna, Österreich
Dauer: 25 Juli 202225 Juli 2022
Konferenznummer: 11

Publikationsreihe

NameFrontiers in Artificial Intelligence and Applications
Band351
ISSN (Print)0922-6389

Konferenz

Konferenz11th International Conference on Prestigious Applications of Intelligent Systems
KurztitelPAIS 2022
Land/GebietÖsterreich
OrtVienna
Zeitraum25/07/2225/07/22

ASJC Scopus subject areas

  • Artificial intelligence

Fields of Expertise

  • Information, Communication & Computing

Treatment code (Nähere Zuordnung)

  • Application

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