Our CTO, Sana Talmoudi, along with Professor Yasuhisa Hira of the Graduate School of Engineering at Tohoku University, has written a research paper on the failure prediction of ball bearings using non-training AI and vibration sensors. At our company, we conduct data analysis to capture the precursors of failures and malfunctions when it is challenging to obtain sufficient training data.

You can download it from here.