Hardware design and web-based communication modules of a real-time multisensor fire detection and notification system using fuzzy logic

Robert A. Sowah, Abdul R. Ofoli, Selase N. Krakani, Seth Yayra Fiawoo

Research output: Contribution to journalArticlepeer-review

46 Citations (Scopus)

Abstract

This paper presents the design and development of a fuzzy logic based multisensor fire detection system and a web-based notification system. Until recently, most consumer grade fire detection systems relied solely on smoke detectors. The protection provided by these has been established to be limited by the type of fire present and the detection technology at use. The problem is further compounded by the lack of adequate alert and notification mechanisms. A typical system relies on the physical presence of a human being to act on the alert. In developing countries, poor planning and addressing negatively affects the fire and rescue crew's response time. To address this problem, a fuzzy logic system was implemented using an Arduino development board with inputs from an MQ2 smoke sensor, a TMP102 temperature sensor, and a DFRobot flame sensor. The output of the detection system is sent over short message service (SMS) using a SIM900 global system for mobile communication (GSM) module to the web-based system and the house owner or caretaker in real-time. With access granted to the web-based system, the fire and rescue crew also get notified in real-time with location information. A comparison between the efficiency of the notification system employed by standard fire detectors and the multisensor remote-based notification approach adopted in this paper showed significant improvements in the form of timely detection, alerting, and response.

Original languageEnglish
Article number7575685
Pages (from-to)559-566
Number of pages8
JournalIEEE Transactions on Industry Applications
Volume53
Issue number1
DOIs
Publication statusPublished - 1 Jan 2017

Keywords

  • Data fusion
  • Fire detection
  • Fuzzy logic
  • Microcontroller-based
  • Real-time
  • Web-based

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