Fast & lightweight iot product to predict water flow rate 💧
Water solver is a IOT product that combines the power of cloud and AI to create predictions of the total amount of water that a company is going to use in the month based on a flow rate sensor.
We divided our team in different actions points to find all the information that we need to create a great solution to the water problem:
- Investigation
- Cloud Infraestructure
- ML Training
- Power BI Connections
- Documentation
A lot of challenges were present when trying to find a solution to this problem but this were the main ones 👇
- Finding a good cloud based solution to train a machine learning model to create the predictions.
- Searching solutions for infraestructure problems like connections in open areas where wifi connection or ethernet wireling is not the best thing to do.
- Creating the cloud architecture
- Develop dashboards in Power BI
- Connecting all the tools
✨ Getting up to this idea ✨
- Azure
- Power BI
- Iot Technologies
- Azure ML
- Mechatronic Infraestructures
We would love to work with Blue Yonder Engineers to expand this solution to macro problems so we can use the power of Big Data and Azure to solve regional and National water problems.
Azure |
Power BI |
Arduino |
Flow Rate Sensor |
Damían Pérez |
David Lázaro |
Leslie Saucedo |
Marcela Ortíz |