Water
Water Analytics
Predictive Maintenance

Proactive Service to Safeguard Water Quality with Artificial Intelligence

Predictive Maintenance in Water Analytics

Scope

Kuntze Instruments manufactures measurement and control systems for water analytics, ranging from private pools to large industrial water facilities. With the software platform Kuntze Cloud Connect® system integrators and operators can monitor water quality, chemical dosing, and visualize underlying sensor data.

aiXbrain shall enhance the monitoring capabilities of the platform with artificial intelligence to help Kuntze offer the best solution for safeguarding water quality.

The joint goal is to enable integrators and end users to proactively respond to emerging issues and take the right action at the right time.

Implementation

The Dataray® AI Framework was initially connected to the Kuntze Cloud Connect® platform via a dedicated connector, making the recorded sensor data available for all AI models.

A semi-supervised anomaly detection was trained on historical data and fine-tuned with input from Kuntze domain experts Since whirlpools, swimming pools, and industrial water basins differ significantly, separate AI models are trained for each class to achieve high accuracy.

The AI results are integrated as a warning function within the platform and are visualized there.

In combination with MachineGPT users of Kuntze systems will soon be able to engage in dialogue-based interactions about the status and issues of their water facilities, receiving active support for calibration and troubleshooting.

Result

Upgrading Kuntze’s water analytics with AI functionalities offers integrators and end users new possibilities for proactive water quality maintenance.
It helps avoiding damage and significantly enhances the user experience.

aiXbrain configures, operates, and maintains the AI services for Kuntze, perfectly complementing their products and core competencies in a technically and economically ideal model.

Frank Kuntze, Managing Director

"Enhancing our products with artificial intelligence gives us a clear competitive advantage.
With aiXbrain's AI software, we can realize this advantage quickly and at a fair price point."

Frank Kuntze, Managing Director

"Enhancing our products with artificial intelligence gives us a clear competitive advantage.
With aiXbrain's AI software, we can realize this advantage quickly and at a fair price point."