March 28, 2024

AI-Driven Dynamic Face Mask Adapts To Exercise and Pollution Levels

The researchers developed a dynamic air filter with micropores that broaden when the filter is extended, allowing more air to travel through. A big increase in the breathability of the filter, which was made of electrospun nanofibers, was achieved with just about a 6% loss in filtering effectiveness.
The device communicates wirelessly with an external computer running artificial intelligence (AI) software that reacts to particle matter in the air, as well as modifications in the wearers breathing patterns throughout workout. The stretcher correctly generated a smaller boost in pore size when a volunteer exercised in a polluted environment than when they exercised in tidy air.
Especially, the AI software application permits the respirator to adapt to people unique respiratory characteristics, which could be used to develop a customized face mask, the scientists say.
To make the system smaller, lighter, and less troublesome, the stretcher could become redesigned to have a pump-free mechanism, they include.
Reference: “Dynamic Pore Modulation of Stretchable Electrospun Nanofiber Filter for Adaptive Machine Learned Respiratory Protection” 29 September 2021, ACS Nano.DOI: 10.1021/ acsnano.1 c06204.
The authors acknowledge funding from the National Research Foundation of Korea.

Present masks cant adjust to changing conditions.
The gadget communicates wirelessly with an external computer running synthetic intelligence (AI) software that reacts to particle matter in the air, as well as modifications in the wearers breathing patterns throughout exercise. The stretcher properly created a smaller sized boost in pore size when a volunteer worked out in a polluted environment than when they worked out in tidy air.

A dynamic respirator changes its pore size in response to altering conditions, making it easier for the user to breathe; clear tubing connects the mask to a portable gadget that interacts with a computer system. Credit: Adapted from ACS Nano 2021, DOI: 10.1021/ acsnano.1 c06204.
Throughout the coronavirus pandemic, lots of people have grown familiar with using face masks to safeguard themselves and others, however that doesnt suggest the masks are constantly comfortable– specifically throughout exercise. Now, researchers reporting in ACS Nano have developed a dynamic respirator that regulates its pore size in action to altering conditions, such as exercise or air pollution levels, allowing the wearer to breathe much easier when the greatest levels of filtering are not needed.
Face masks protect versus the spread of the virus that causes COVID-19, but they are also worn by people with breathing issues to filter out harmful contaminants. However, in some scenarios, high levels of purification arent needed, such as when air contamination levels are low, or when somebody is working out outdoors alone– which is normally thought about a low-risk activity for spreading COVID-19. Present masks cant change to changing conditions.
With time, the caught, exhaled breath can create feelings of heat, humidity, halitosis, and discomfort, especially as more breath gets exhaled during workout. Seung Hwan Ko and associates wished to make a respirator that could immediately adjust its filtering characteristics in reaction to altering conditions.