Real time fuzzy logic controlled fire detection system for home applications

ABSTRAKKebakaran rumah seringkali disebabkan oleh kelalaian manusia. Oleh karena itu diperlukan sebuah sistem yang dapat mendeteksi kebakaran secara online realtime. Pada studi ini, dirancang dan diimplementasikan sebuah sistem pendeteksi kebakaran dengan sejumlah sensor untuk mengukur beberapa parameter lingkungan. Sistem ini dilengkapi dengan pengambil keputusan menggunakan metode fuzzy logic. Parameter lingkungan yang diukur mencakup suhu ruangan, asap dan api yang kemudian dapat dimonitor secara real-time melalui web interface menggunakan Internet of Things platform. Pengujian menunjukkan bahwa detektor dapat mendeteksi api dengan jarak hingga 100 cm dengan akurasi mencapai 100%. Pengujian sensor suhu menunjukkan akurasi 98.79%, sementara itu detektor asap memperoleh akurasi 77.81%. Sistem ini mampu mengirimkan data dengan rata-rata delay transmisi 0.62 detik. Sistem usulan ini diharapkan dapat menyediakan pemantauan kondisi suatu ruangan secara real-time.Kata kunci: Kebakaran, Real-Time, Deteksi, Fuzzy, Internet Of Things ABSTRACTHouse fires are often caused by human error. Therefore, we need a system that can detect fires online real-time. In this study, a fire detection system with a number of sensors is designed and implemented to measure several environmental parameters. This system is equipped with a decision maker using the fuzzy logic method. The environmental parameters measured include room temperature, smoke and fire which can then be monitored in real time via a web interface using the Internet of Things platform. Tests show that the detector can detect fires with a distance of up to 100 cm with an accuracy of up to 100%. The temperature sensor test shows an accuracy of 98.79%, while the smoke detector generates an accuracy of 77.81%. This system is capable of sending data with an average transmission delay of 0.62 seconds. This proposed system is expected to provide realtime monitoring of the condition of a room.Keywords: Fire, Real-time, detection, Fuzzy, internet of things

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NOVEL APPROACH FOR FINDING SHORTEST ROUTE USING DIJKSTRA'S ALGORITHM AND FUZZY LOGIC IN A WIRELESS SENSOR NETWORK INTEGRATED IN A FOREST FIRE DETECTION SYSTEM

Environmental Engineering and Management Journal ◽

10.30638/eemj.2020.095 ◽

2020 ◽

Vol 19 (6) ◽

pp. 1007-1016

Author(s):

Nikola Manev ◽

Boban Temelkovski ◽

Nevena Serafimova ◽

Jugoslav Achkoski

Keyword(s):

Fuzzy Logic ◽

Wireless Sensor Network ◽

Sensor Network ◽

Detection System ◽

Fire Detection ◽

Wireless Sensor ◽

Novel Approach ◽

Shortest Route ◽

Fire Detection System ◽

Forest Fire Detection

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Model Pendeteksi Api dalam Ruangan Berbasis SMS Menggunakan Logika Fuzzy

JISA(Jurnal Informatika dan Sains) ◽

10.31326/jisa.v2i2.498 ◽

2019 ◽

Vol 2 (2) ◽

Author(s):

Deden Ardiansyah ◽

Anjyaz Anjani

Keyword(s):

Fuzzy Logic ◽

Detection System ◽

Human Life ◽

Control Unit ◽

Fire Detection ◽

Automation System ◽

Security Level ◽

Fire Hazards ◽

Fire Detection System ◽

Arduino Uno

Automation system in its function to helps and makes human life easier has experienced a significant growth in recent years, for example in security field. Low security level such as no fire detection system is one of the factors which is supporting the possibilities of fire accidents to happen. This system detects the possibilities fire using fuzzy logic. This system uses microcontroller Arduino Uno as control unit, flame sensor to check infrared ray from the fire, DHT11 temperature sensor to monitor the temperature in the room, and GSM shield to send SMS. Sensors will detect fire in the room and send the collected information to be processed by Arduino Uno by implementing fuzzy logic. SMS-Based Indoor Fire Detection System Models Using Fuzzy Logic has many benefits in the development of room safety systems from fire hazards. The design of this system is simple but can be widely applied to further research development.

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