Real time fuzzy logic controlled fire detection system for home applications

被引:4
作者
Deniz, Vacip [1 ]
Cunkas, Mehmet [2 ]
机构
[1] Selcuk Univ, Grad Sch Nat Sci, TR-42075 Konya, Turkey
[2] Selcuk Univ, Dept Elect Elect Engn, Technol Fac, TR-42075 Konya, Turkey
关键词
fire detection; fuzzy logic; GSM communication; home applications; sensor monitoring; CONVOLUTIONAL NEURAL-NETWORKS; SMOKE;
D O I
10.1504/IJIEI.2019.103624
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this study, a low-cost alternative method for hardware implementation in fire detection has been developed for home or office applications by using fuzzy logic. The system consists of smoke, flame, heat and humidity sensors which are used to detect the fire. When a possible fire is detected, the data from the sensors are processed with fuzzy logic and the result is sent as a message to the mobile phone through the GSM module indicating the fire location in minimum time period. In addition, the sensor values can be monitored by the MQTT Dash application on the mobile phone. A fire test cabinet has been designed to test the developed method. Real time tests were done in the fire test cabinet and it was observed that the fire status was accurately detected in a short time. This study, which is important for researchers and practitioners, offers a different approach to fire detection, especially a new framework for home and office applications, and also helps fire-fighters to respond quickly to fire.
引用
收藏
页码:441 / 456
页数:16
相关论文
共 35 条
  • [1] Low Power Wireless Smoke Alarm System in Home Fires
    Aponte Luis, Juan
    Gomez Galan, Juan Antonio
    Alcina Espigado, Javier
    [J]. SENSORS, 2015, 15 (08): : 20717 - 20729
  • [2] Asif O., 2014, INT J COMMUNICATIONS, V7, P386, DOI 10.4236/ijcns.2014.79040
  • [3] Ataylar T., 2008, CONCEPTUAL SEPARATIO
  • [4] Bahrepour M., 2009, P WORKSHOPS 5 IFIP C
  • [5] Forest Fire Detection in Wireless Sensor Network Using Fuzzy Logic
    Bolourchi, Pouya
    Uysal, Sener
    [J]. 2013 FIFTH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE, COMMUNICATION SYSTEMS AND NETWORKS (CICSYN), 2013, : 83 - 87
  • [6] A ground system for early forest fire detection based on infrared signal processing
    Bosch, I.
    Gomez, S.
    Vergara, L.
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2011, 32 (17) : 4857 - 4870
  • [7] Boukadoum A, 2017, INT J INTELL ENG INF, V5, P242, DOI 10.1504/IJIEI.2017.086611
  • [8] A low-cost near-infrared digital camera for fire detection and monitoring
    Burnett, Jonathan D.
    Wing, Michael G.
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2018, 39 (03) : 741 - 753
  • [9] General study for energy recovery from used batteries using fuzzy logic and PI controllers
    Chakroun, Jabrane
    Hamam, Habib
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT ENGINEERING INFORMATICS, 2018, 6 (3-4) : 308 - 324
  • [10] Fire detection using smoke and gas sensors
    Chen, Shin-Juh
    Hovde, David C.
    Peterson, Kristen A.
    Marshall, Andre W.
    [J]. FIRE SAFETY JOURNAL, 2007, 42 (08) : 507 - 515