This project aims to estimate temperature sequences inside Permanent Magnet Synchronous Motors from given input sequences, that is, currents, voltages, coolant and ambient temperatures, and torque as well as motor speed. All sensor data is recorded on a testbench.
Download the dataset here: https://www.kaggle.com/wkirgsn/electric-motor-temperature
The project folder named PMSM contains three paths within.
'Data folder' containing dataset description, attributes of the dataset description, output images of graphs.
'Code Folder' containing jupyter notebooks that contains code for all the work done in project in order.
'Help file' which is a map to create the project from scratch defining all the steps in detail.