Digital leakage localization and pipe burst predictions through AI.
Because it is difficult to see the current leakage status of pipes buried in the ground, pipes may burst unexpectedly and suddenly. They are essentially „ticking time bombs“ underground.
Unnoticed leaks and pipe bursts cause water losses of up to € 173 bn each year.
District heating companies spend days searching for the exact location of leaks, in the meantime heat energy gets lost and their customers may be freezing at home.
Precise digital leakage localization and predictive maintenance.
We integrate existing hardware and analyze sensor data with a digital twin and AI algorithms.
Each liquid or gas requires different pipe material. PipePredict monitors all types of material.
PipePredict integrates already existing sensors into its solution, allowing for a fast first deployment.
Newest transmission technologies (e.g. LoRaWan/5G/SigFox) are used to transmit the signals.
Already existing GIS-data are used to create a digital twin. This is a digital version of the pipes network with all physical properties.
The data is then being analyzed by a combination of self developed Machine-Learning-Algorithms.
The newest transmission technologies (e.g. LoRaWan/5G/SigFox) are used to transmit the signals.