<?xml-stylesheet type="text/xsl" href="https://community.element14.com/cfs-file/__key/system/syndication/rss.xsl" media="screen"?><rss version="2.0" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:slash="http://purl.org/rss/1.0/modules/slash/" xmlns:wfw="http://wellformedweb.org/CommentAPI/"><channel><title>Real-time Smoke Detection with AI-based Sensor Fusion</title><link>/products/arduino/arduino-projects/b/blog/posts/real-time-smoke-detection-with-ai-based-sensor-fusion</link><description>Story
Attention
The following project is just a DIY project and did not replace certified smoke detectors. As I&amp;#39;m a voluntary firefighter, please keep your home safe and use high-quality certified smoke detectors. The sensor system which is developed</description><dc:language>en-US</dc:language><generator>Telligent Community 12</generator><item><title>RE: Real-time Smoke Detection with AI-based Sensor Fusion</title><link>https://community.element14.com/products/arduino/arduino-projects/b/blog/posts/real-time-smoke-detection-with-ai-based-sensor-fusion</link><pubDate>Mon, 12 Jun 2023 21:20:15 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:48dfd228-f4e0-4a5d-a944-1ecff949d71d</guid><dc:creator>Zargnut</dc:creator><slash:comments>0</slash:comments><description>&lt;p&gt;This is great work! Thanks for posting it. This study is exactly what I&amp;#39;m looking for!&lt;/p&gt;
&lt;p&gt;Do I need to run the AI program on an IoT device, or can I use key factors such as CO2 and particulate levels, to infer if it&amp;#39;s an Indoor wood fire; Indoor gas fire; Outdoor wood, coal, and gas grill; etc.?&lt;/p&gt;
&lt;p&gt;In other words, I&amp;#39;m looking for a table that would look like this:&lt;/p&gt;
&lt;p&gt;CO2 level: &amp;gt;2,000 PPM&lt;/p&gt;
&lt;p&gt;PM2.5 level: &amp;gt;200 ug/m3&lt;/p&gt;
&lt;p&gt;tVOC: &amp;gt;70 ppm&lt;/p&gt;
&lt;p&gt;IAQ: &amp;gt;500&lt;/p&gt;
&lt;p&gt;likely condition: wood fire&lt;/p&gt;
&lt;p&gt;I made this up, but hopefully you get the gist of what I&amp;#39;m looking for.&lt;/p&gt;&lt;img src="https://community.element14.com/aggbug?PostID=24215&amp;AppID=149&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</description></item><item><title>RE: Real-time Smoke Detection with AI-based Sensor Fusion</title><link>https://community.element14.com/products/arduino/arduino-projects/b/blog/posts/real-time-smoke-detection-with-ai-based-sensor-fusion</link><pubDate>Thu, 11 Aug 2022 19:36:09 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:48dfd228-f4e0-4a5d-a944-1ecff949d71d</guid><dc:creator>DAB</dc:creator><slash:comments>0</slash:comments><description>&lt;p&gt;Nice post, there is clear improvement that can be made to smoke detection.&lt;/p&gt;&lt;img src="https://community.element14.com/aggbug?PostID=24215&amp;AppID=149&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</description></item></channel></rss>