The vibration pattern will vary for different types of machines. The benefit of leveraging the machine learning is that it will monitor the machine health based on AI pre-trained models which identify the behavior of the machines. To establish the pre-trained model, users will need to indicate within the AI engine what is the acceptable pattern of the machine. By collecting vibration signals of machines in operation for pre-determined time periods, the machine learning algorithm in Renesas e-AI will process the data and generate AI pre-trained models. By using the free WISE-750-02A1E utility, the machine learning training model can be easily created. After the model is ready, users can enable the AI mode to monitor the machine’s health.