Developing a fuzzy logic based system for monitoring and early detection of residential fire based on thermistor sensors

Mirjana Maksimović1, Vladimir Vujović1, Branko Perišić2 and Vladimir Milošević2

  1. Faculty of Electrical Engineering
    Vuka Karadžića 30, 71123Istočno Sarajevo, Bosnia and Herzegovina
    {mirjana, vladimir.vujovic}@etf.unssa.rs.ba
  2. Faculty of Technical Sciences
    Trg Dositeja Obradovića 6, 21000 Novi Sad, Serbia
    {perisic, tlk_milos}@uns.ac.rs

Abstract

The recent proliferation of global networking has an enormous impact on the cooperation of smart elements, of arbitrary kind and purpose that can be located anywhere and interact with each other according to the predefined protocol. Furthermore, these elements have to be intelligently orchestrated in order to support distributed sensing and/or monitoring/control of real world phenomena.That is why the Internet of Things (IoT) concept raises like a new,promising paradigm for Future Internet development.Considering that Wireless Sensor Networks (WSNs) are envisioned as integral part of arbitrary IoTs, and the potentially huge number of cooperating IoTs that are usually used in the real world phenomena monitoring and management, the reliability of individual sensor nodes and the overall network performance monitoring and improvement are definitely challenging issues. One of the most interesting real world phenomena that can be monitored by WSN is indoor or outdoor fire.The incorporation of soft computing technologies, like fuzzy logic, in sensor nodes has to be investigated in order to gain the manageable network performance monitoring/control and the maximal extension of components life cycle. Many aspects, such as routes, channel access, locating, energyefficiency, coverage, network capacity, data aggregation and Quality of Services (QoS) havebeen explored extensively.In this article two fuzzy logic approaches, with temporal characteristics, are proposed for monitoring and determining confidence of fire in order to optimize and reduce the number of rules that have to be checked to make the correct decisions. We assume that this reduction may lower sensor activities without relevant impact on quality of operation andextend battery life directly contributing the efficiency, robustness and cost effectivenessof sensing network.In order to get a real time verification of proposed approaches a prototype sensor web node, based on Representational State Transfer (RESTful) services, is created as an infrastructure that supports fast critical event signaling and remote access to sensor data via the Internet.

Key words

fire protection; fuzzy logic; representational state transfer; sensor-web; temperature sensor; wireless sensor networks

Digital Object Identifier (DOI)

https://doi.org/10.2298/CSIS140330090M

Publication information

Volume 12, Issue 1 (January 2015)
Year of Publication: 2015
ISSN: 1820-0214 (Print) 2406-1018 (Online)
Publisher: ComSIS Consortium

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How to cite

Maksimović, M., Vujović, V., Perišić, B., Milošević, V.: Developing a fuzzy logic based system for monitoring and early detection of residential fire based on thermistor sensors. Computer Science and Information Systems, Vol. 12, No. 1, 63–89. (2015)