Ball Bearing Fault Detection via Federated Learning.
This project implements a decentralized, hardware-accelerated machine learning system to detect structural faults in ball bearings. By deploying Federated Learning (FL) on edge devices (Raspberry Pi), the system trains a fault-classification neural network locally on continuous sensor data.
PYTHON · NUMPY · PYTORCH · SCIKIT-LEARN
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