PipePredict

Digital leakage localization and pipe burst predictions through AI.

Pipe bursts & hidden leaks

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.

Billions of damage

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.

How to prevent bursts?

Our digital solution

Precise digital leakage localization and predictive maintenance.
We integrate existing hardware and analyze sensor data with a digital twin and AI algorithms.

Existing Hardware

Suppliers pipes

Each liquid or gas requires different pipe material. PipePredict monitors all types of material.

Existing sensors

PipePredict integrates already existing sensors into its solution, allowing for a fast first deployment.

Signal transmission

Newest transmission technologies (e.g. LoRaWan/5G/SigFox) are used to transmit the signals.

PipePredict Anaylitcs

Digital twin

Already existing GIS-data are used to create a digital twin. This is a digital version of the pipes network with all physical properties.

Our AI algorithms

The data is then being analyzed by a combination of self developed Machine-Learning-Algorithms.

Our digital solution

Precise digital leakage localization and predictive maintenance.
We integrate existing hardware and analyze sensor data with a digital twin and AI algorithms.

Suppliers pipes

Each liquid or gas requires different pipe material. PipePredict monitors all types of material.

Existing sensors

PipePredict integrates already existing sensors into its solution, allowing for a fast first deployment.

Signal transmission

The newest transmission technologies (e.g. LoRaWan/5G/SigFox) are used to transmit the signals.

PipePredict Anaylitcs

Digital twin

Already existing GIS-data are used to create a digital twin. This is a digital version of the pipes network with all physical properties.

Our AI algorithms

The data are then analyzed by a combination of self developed Machine-Learning-Algorithms.

Predictive Maintenance Tool

Suppliers pipes

Each liquid or gas requires different pipe material. PipePredict monitors all types of material.

Existing Sensors

PipePredict integrates already existing sensors into its solution, allowing for a fast first deployment.

Signal Transmission

The newest transmission technologies (e.g. 5G/ LoRaWan*) are used to transmit the signals.

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Digital Twin

First, we use a Digital Twin to create a digital version of the pipes network which contains all physical properties

Our (AI) Algorithms

The data are then analyzed by a combination of self developed Machine-Learning-Algorithms.

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Prediction of when and where pipes are going to burst
Early and highly precise leakage localization
Real-time visualization of the current leakage status

Awards & Supporters

Our supporters and awards

PipePredict wird durch HA-Projekt-Nr. 1419/22-124 gefördert (11/2022 – 03/2023).
Valerie Fehst

Mitgründerin

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