AI solution to optimize data analysis with Naval Group
Enabling optimized maintenance systems in ships.
Data is key for optimization; Naval Group went a step further in the maintenance of their asset embedding intelligence to their solutions. Leveraging STMicroelectronics AI solutions, Naval Group developed algorithms to detect and classify anomaly in order to optimize their maintenance systems.
NanoEdge AI Studio allows Naval Groups teams to increase the quality of production data analysis and thus take a new step forward in naval maintenance. Teams can now rely on a secure solution for data classification and anomaly detection
Alain Beltrando
Head digitalization service at Naval Group
Approach
This solution can learn different behavior on the field in order to detect and classify anomalies in real-time and with a high level of accuracy and to optimize maintenance system. This is achieved thanks to the machine learning algorithm embedded on STM32 microcontrollers.
Resources
Code optimized 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.
Running on 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.
