• Developed a system which simulate the IoT device to generate bearing fault data and send data to time series database and use machine learning framework to analyze the data. • Created the data generator for Kairosdb and InfluxDB and use the Grafana to compare the performance • Used Python and TensorFlow to create the online training when new data comes into database.