A review of environmentally friendly approaches in fire extinguishing: from chemical sciences to innovations in electrical engineering

H Yılmaz-Atay, JL Wilk-Jakubowski - Polymers, 2022 - mdpi.com
After the invention of fire, the fight against fire probably started, and it has been going on for
thousands of years. During this time, the aim has always been to extinguish the fire as soon …

[HTML][HTML] Classification of flame extinction based on acoustic oscillations using artificial intelligence methods

YS Taspinar, M Koklu, M Altin - Case Studies in Thermal Engineering, 2021 - Elsevier
Fire, one of the most serious disasters threatening human life, is a chemical event that can
destroy forests, buildings, and machinery within minutes. For this reason, there have been …

Remotely extinguishing flames through transient acoustic streaming using time reversal focusing of sound

JM Cliftmann, BE Anderson - Scientific Reports, 2024 - nature.com
Acoustic waves are a possible reusable method to extinguish flames. Previous studies have
placed the sound source near the flame or have used standing waves to reach large enough …

[HTML][HTML] Using the Burning of Polymer Compounds to Determine the Applicability of the Acoustic Method in Fire Extinguishing

V Loboichenko, JL Wilk-Jakubowski, A Levterov… - Polymers, 2024 - mdpi.com
In order to achieve the objective of the work—an experimental study of the capabilities of the
acoustic method for extinguishing organic compounds and for ensuring environmental …

Non-invasive attempts to extinguish flames with the use of high-power acoustic extinguisher

P Stawczyk, J Wilk-Jakubowski - Open Engineering, 2021 - degruyter.com
This paper presents an innovative method of extinguishing of flames using a high-power
acoustic extinguisher. This method allows for effective and non-invasive extinguishing of the …

Analysis of flame suppression capabilities using low-frequency acoustic waves and frequency sweeping techniques

JŁ Wilk-Jakubowski - Symmetry, 2021 - mdpi.com
Symmetry plays a key role in the processing and analysis of not only visual but also acoustic
signals in various multidisciplinary areas. New innovative and environmentally friendly …

The using of deep neural networks and natural mechanisms of acoustic wave propagation for extinguishing flames

J Wilk-Jakubowski, P Stawczyk… - … Vision and Robotics, 2022 - inderscienceonline.com
The article presents an innovative method of flame extinguishing with a high-power acoustic
extinguisher, which is equipped with a deep neural network (DNN) flame detection module …

Control of acoustic extinguisher with Deep Neural Networks for fire detection

JL Wilk-Jakubowski, P Stawczyk, S Ivanov… - Elektronika ir …, 2022 - eejournal.ktu.lt
The search for fast and environmentally safe methods of fighting fires has been a particularly
important topic in recent years. Many academic centres are conducting research on the use …

Fluctuation and extinction of laminar diffusion flame induced by external acoustic wave and source

C Xiong, Y Liu, H Fan, X Huang, Y Nakamura - Scientific reports, 2021 - nature.com
Acoustic wave can destabilize the flame and has a potential in firefighting, but the influences
of the sound source and its frequency are still poorly understood. This work applies a …

Investigation of the use of the acoustic effect in extinguishing fires of oil and petroleum products.

TS Vovchuk, JL Wilk-Jakubowski, VM Telelim… - 2021 - repositsc.nuczu.edu.ua
This paper discusses the use of an acoustic effect and technique to extinguish flames when
extinguishing fires of oil and petroleum products. The added value is also to analyze the …