Phoenix: Aerial Monitoring for Fighting Wildfires

Sultan Çoğay*, Gökhan Seçinti

*Bu çalışma için yazışmadan sorumlu yazar

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1 Atıf (Scopus)

Özet

Wildfires have become a global problem in recent years. Authorities are looking for various technological and auxiliary solutions to deal with this environmental crisis. One of the advances being utilized in the forest fire field and its aftermath is unmanned aerial vehicles (UAVs). UAVs play a fundamental role in wildfire-fighting solutions due to their ease of use and high accessibility. However, the energy constraints of a single UAV and the fire areas make monitoring challenging. Therefore, to address these issues, we propose a monitoring application called Phoenix. We make three main contributions with the Phoenix application. Firstly, we implement a monitoring application consisting of path planning, graph engine, and modified TSP algorithms to help the UAV’s fire tracking and shorten its route. Secondly, we develop a network architecture to transfer the tracking data we obtained to provide information to the fire brigade and other firefighting units. Thirdly, we provide energy optimization for a single UAV mission. The first part of the application uses the elliptical fire model and simulation. In addition, Phoenix utilizes fuel moisture content ((Formula presented.)) data of the fire zone to analyze the critical fire regions. The simulation results show that our Phoenix application reduces energy consumption by 38 % and enhances coverage by up to 51%.

Orijinal dilİngilizce
Makale numarası19
DergiDrones
Hacim7
Basın numarası1
DOI'lar
Yayın durumuYayınlandı - Oca 2023

Bibliyografik not

Publisher Copyright:
© 2022 by the authors.

Finansman

During this work, Sultan Çoğay was supported by the Turkcell-Istanbul Technical University researcher funding program.

FinansörlerFinansör numarası
Turkcell-Istanbul Technical University

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