 Hello, everyone, and welcome to the CS Las Vegas. I'm Giuseppe Russo, an application manager for automotive microcontroller in ST. Here we are presenting a demo that makes use of the latest ST-AJI tool technology, supporting now stellar e-microcontroller, part of the stellar family, but dedicated to the electrification. In this demo we are showing a real case automotive, and in particular we measure the temperature through the AI tool of the rotor inside the motor, and we have also another use case in which we implement an effective predictive maintenance strategy. The demo has been developed together with our partner, HPE, and I will let Andrea to introduce the demo and explain how the demo works. Hi, I'm Andrea Zanellini, and I work as a machine learning engineer at HP Group. In 2023 we established the Prometo laboratory with ST with the aim to develop AI solution for electrification. In the first demo we showcase how a custom neural network that we developed is able to estimate the rotor temperatures of the motor, since these quantities are really difficult and complex to be measured. In the second application we assess the mechanical health status of the motor, thanks to two special purposes neural network. The first one is monitoring the vibration and the text any anomaly, and the second one classified anomaly accordingly. ST H AI tool is a part of the Stellar studio development framework. For further information visit www.st.com and search for AI for Stellar. Thank you so much and enjoy the evening.