@article{Hussain_Suqrat_Bajwa_Fatima_2022, title={Fault Detection of Electrical Machines Rolling Element and Prediction through AI}, volume={2}, url={https://pjosr.com/index.php/pjosr/article/view/735}, abstractNote={<p>The research examines how Artificial Intelligence (AI) and machine learning can identify a minor rolling element problem (hole and scratch). Keeping track of a machine’s health makes it possible to spot problems before they become costly, unscheduled production process shutdowns. In the study, a multi-stage decision mechanism was built using the convolution neural network (CNN) model.</p>}, number={2}, journal={Pakistan Journal of Scientific Research}, author={Hussain, Mureed and Suqrat, Ali and Bajwa, Muhammad Shaheer Amir and Fatima, Kainat}, year={2022}, month={Dec.}, pages={10–15} }