Using advanced technologies to process data measured by a PM sensor
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Tarih
2024
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
American Institute of Physics
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
Air pollution represents a significant problem for many cities around the world. Particulate matter pollution affects the population's health and environment. This study aims to use methods of exploratory and predictive data analysis for particulate matter concentrations by applying artificial intelligence techniques to a set of data given by a particulate matter sensor between September 9, 2021, and October 1, 2022. The sensor is placed in Craiova City, Romania, and measures three meteorological parameters (temperature, pressure, relative humidity) and three particulate matter concentrations. This study aims to apply methods like linear and polynomial regression to find correlations between variables. © 2024 Author(s).
Açıklama
TIM 2022 Physics Conference -- 23 November 2022 through 25 November 2022 -- Timisoara -- 199897
Anahtar Kelimeler
Kaynak
AIP Conference Proceedings
WoS Q Değeri
Scopus Q Değeri
Q4
Cilt
3181
Sayı
1
