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 …

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 …

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 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 …

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 …

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 …

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 …

Current article introduces a new approach for detection of fires based on deep neural
network (DNN) and their extinguishing using an acoustic fire extinguisher. Finding fires on …

In practice, it is possible to combine an acoustic extinguishing of flames with their detection
using artificial intelligence, which is the main aim of this article. This paper presents the …

Abstract Featured Application: The acoustic flame-extinguishing method presents an
innovative technique that uses acoustic waves to fight fire. The envisaged R& D results …