This is a machine learning model that predicts the failure of IoT devices in Industry 4.0. This is useful for companies and industies who use IoT devices to know when a device will experience failure or not and also the kind of failure that will occur at a particular instance
The algorithms used were machine learning algorithms and the deep belief network(DbN) The predictive_main.ipynb is the python file I trianed the machine learning models. The test.ipynb is the python file I trained my dbN model.