Autonomous System for Wildfire and Forest Fire Early Detection and Control

被引:8
|
作者
Ferreira, Luis Miguel [1 ]
Coimbra, A. Paulo [1 ]
de Almeida, Anibal T. [1 ]
机构
[1] Univ Coimbra, ISR Inst Syst & Robot, Dept Elect & Comp Engn, Rua Silvio Lima Polo 2, P-3030290 Coimbra, Portugal
关键词
forest fires; wildfire firefighting; fire detection; autonomous systems; infrared fire sensor;
D O I
10.3390/inventions5030041
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Recurring and increasing large-scale wildfires across the globe (e.g., Southern Europe, California, Australia), as a result of worsening climate conditions with record temperatures, drought, and strong winds, present a challenge to mankind. Early fire detection is crucial for a quick reaction and effective firefighting operations, minimizing the risk to human lives as well as the destruction of assets, infrastructures, forests, and wildlife. Usually, ground firefighting relies on human intervention and dangerous exposition to high temperatures and radiation levels, proving the need for mechanisms and techniques to remotely or autonomously detect and combat fire. This paper proposes an autonomous firefighting system built with a motorized water turret, narrow beam far infrared (FIR) sensors, and a micro-controller running novel algorithms and techniques. Experimental field results validated the technical approach, indicating that when a small fire front is within the field of view of the FIR sensor and within the range of the water jet, it is possible to provide an early alarm and even autonomously extinguish or delay the approaching fire front, increasing the chance for evacuation.
引用
收藏
页码:1 / 14
页数:14
相关论文
共 50 条
  • [21] Forest Fire Early Detection System using Wireless Beacon Network and UAV based Object Detection
    Sujith, Amal
    Sajeev, Sagar
    Vishnu, O. V.
    5TH WORLD CONGRESS ON DISASTER MANAGEMENT, VOL. 2: Nature and Human Induced Disasters, 2023, : 560 - 569
  • [22] Early Smoke Detection of forest wildfire video using Deep Belief Network
    Kaabi, Rabeb
    Sayadi, Mounir
    Bouchouicha, Moez
    Fnaiech, Farhat
    Moreau, Eric
    Ginoux, Jean Marc
    2018 4TH INTERNATIONAL CONFERENCE ON ADVANCED TECHNOLOGIES FOR SIGNAL AND IMAGE PROCESSING (ATSIP), 2018,
  • [23] Neural fuzzy system design in forest fire detection
    Gudikandhula Narasimha Rao
    Peddada Jagadeeswara Rao
    Rajesh Duvvuru
    Kondapalli Beulah
    E. Laxmi Lydia
    Prasanthi Rathnala
    Bangaru Balakrishna
    Vijaya Raju Motru
    Microsystem Technologies, 2024, 30 : 455 - 467
  • [24] Neural fuzzy system design in forest fire detection
    Rao, Gudikandhula Narasimha
    Rao, Peddada Jagadeeswara
    Duvvuru, Rajesh
    Beulah, Kondapalli
    Lydia, E. Laxmi
    Rathnala, Prasanthi
    Balakrishna, Bangaru
    Motru, Vijaya Raju
    MICROSYSTEM TECHNOLOGIES-MICRO-AND NANOSYSTEMS-INFORMATION STORAGE AND PROCESSING SYSTEMS, 2024, 30 (04): : 455 - 467
  • [25] Forest Fire Detection System using LoRa Technology
    Gaitan, Nicoleta Cristina
    Hojbota, Paula
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020, 11 (05) : 18 - 21
  • [26] A Forest Fire Detection System Based on Ensemble Learning
    Xu, Renjie
    Lin, Haifeng
    Lu, Kangjie
    Cao, Lin
    Liu, Yunfei
    FORESTS, 2021, 12 (02): : 1 - 17
  • [27] Satellite-based forest fire detection for fire control in boreal forests
    Rauste, Y
    Herland, E
    Frelander, H
    Soini, K
    Kuoremaki, T
    Ruokari, A
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 1997, 18 (12) : 2641 - 2656
  • [28] Early Forest Fire Detection Using Drones and Artificial Intelligence
    Kinaneva, Diyana
    Hristov, Georgi
    Raychev, Jordan
    Zahariev, Plamen
    2019 42ND INTERNATIONAL CONVENTION ON INFORMATION AND COMMUNICATION TECHNOLOGY, ELECTRONICS AND MICROELECTRONICS (MIPRO), 2019, : 1060 - 1065
  • [29] Characterization and Identification of Smoke Plume for Early Forest Fire Detection
    Saghri, John
    Jacobs, John
    Kohler, Daniel
    Davenport, Tim
    Moussa, Georges
    APPLICATIONS OF DIGITAL IMAGE PROCESSING XXXV, 2012, 8499
  • [30] The Canadian fire weather index system and wildfire activity in the Karst forest management area, Slovenia
    Tomaž Šturm
    Paulo M. Fernandes
    Radoš Šumrada
    European Journal of Forest Research, 2012, 131 : 829 - 834