In this final part of this series of posts covering how to build your own air quality alerting system I will look at how we can take the data we are receiving from our sensor, along with the Azure Anomaly Detector model we've trained, and turn them into our alerting system by using Azure Functions … Continue reading Real-time air quality monitoring and alerting – Part 3 – Bringing it all together!
In the first part of this series, I looked at how you can use a sensor from PurpleAir to capture data on the quality of the air at a location and then route that information to a custom IoT endpoint in Microsoft Azure. The captured data on its own is not that useful, and really … Continue reading Real-time air quality monitoring and alerting – Part 2 – Training Azure Anomaly Detector
Anyone who was living in Australia during the 2019/2020 summer can't help but remember the massive bushfires we had, and the impact they had on air quality. Probably the starkest way to illustrate how bad it was is this post from December 10, 2019. I also added a recent follow-up post to show what it … Continue reading Real-time air quality monitoring and alerting with Azure and PurpleAir – Part 1