MIKROE has introduced the ML Vibro Sens Click, a compact add-on board designed for precise motion and vibration sensing and analysis. Based on the FXLS8974CF, a 3-axis low-g accelerometer from NXP, this Click board offers high-performance and versatility ideal for developing and training machine learning (ML) models for vibration analysis.
The board incorporates two DC motors to simulate vibration stimuli for ML. The BALANCED motor generates steady “nominal” vibrations, serving as a baseline signal for training ML models in a “healthy” state. The UNBALANCED motor is designed to provide customizable vibration signals, ranging from low-intensity to specific frequency-based vibrations.