AI solution for leakage detection with Altyor
Adaptive water leakage detection solution.
Making home and industry smarter is one of todays biggest challenges to save resources. The water leakage detector developed by Altyor in partnership with STMicroelectronics enables every system to be equipped with predictive maintenance solution in order to detect leakages from the beginning. The prototype leak detector is adaptable to all faucets thanks to the on-device learning capabilities of NanoEdge AI libraries.
Literally, within a couple of weeks after we bought NanoEdge AI Studio, we launched Wales , a detector of water leakage with embedded Edge AI technology from STMicroelectronics.
Yanis Cottard
President at Altyor
Approach
This prototype can learn the normal behavior of any pipe in real-time and with a high level of accuracy and detect any type of anomaly such as leakages. This is achieved thanks to the machine learning algorithm embedded on the Ultra-low power STM32 microcontroller and an accelerometer.
Sensor
Vibration sensor from STMicroelectronics.
Resources
Model created with NanoEdge AI Studio
A free AutoML software for adding AI to embedded projects, guiding users step by step to easily find the optimal AI model for their requirements.
Compatible with STM32
The STM32 family of 32-bit microcontrollers based on the Arm Cortex®-M processor is designed to offer new degrees of freedom to MCU users. It offers products combining very high performance, real-time capabilities, digital signal processing, low-power / low-voltage operation, and connectivity, while maintaining full integration and ease of development.
