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[108790] Artykuł:

High-power acoustic fire extinguisher with artificial intelligence platform

Czasopismo: International Journal of Computational Vision and Robotics  
ISSN:  1752-9131
Opublikowano: 2021
 
  Autorzy / Redaktorzy / Twórcy
Imię i nazwisko Wydział Katedra Do oświadczenia
nr 3		 Grupa
przynależności		 Dyscyplina
naukowa		 Procent
udziału		 Liczba
punktów
do oceny pracownika		 Liczba
punktów wg
kryteriów ewaluacji
Jacek Wilk-Jakubowski orcid logo WEAiIKatedra Systemów Informatycznych *Niezaliczony do "N"Automatyka, elektronika, elektrotechnika i technologie kosmiczne2510.005.00  
Paweł Stawczyk orcid logo WEAiIKatedra Elektrotechniki Przemysłowej i Automatyki**Niespoza "N" jednostkiAutomatyka, elektronika, elektrotechnika i technologie kosmiczne2510.00.00  
Stefan Ivanov Niespoza "N" jednostki25.00.00  
Stanko Stankov Niespoza "N" jednostki25.00.00  

Grupa MNiSW:  Publikacja w czasopismach wymienionych w wykazie ministra MNiSzW (część A)
Punkty MNiSW: 20

Pełny tekstPełny tekst     DOI LogoDOI    
Keywords:

acoustic extinguisher  acoustic wave fire suppression  deep neural network  DNN  fire detection  fire retardation  intelligent sensor. 


Abstract:

Nowadays, innovative flame extinguishing techniques are still being sought that do not threaten the environment and do not damage the extinguished elements. One of them seems to be the acoustic method. Research is being conducted in Europe, America, and Asia into the possibility of using acoustic waves to extinguish flames. This article presents the original measurement results showing the extinguishing possibilities with a sinusoidal waveform and sinusoidal waveform modulated with a square waveform for the three analysed frequencies (15 Hz, 17 Hz and 20 Hz). A high-powered acoustic extinguisher was applied to extinguish the flames. Such a fire extinguisher may be equipped with an artificial intelligence module. Deep neural networks (DNN) were used for flame detection. Results from the training networks were described, as well as the hardware architecture employed. Such an intelligent module, which allows an acoustic extinguisher to be automatically activated when flames are detected, is particularly useful when traditional sensors are not available.


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