Autonomous driving is no longer just an idea of technology vision, instead a real technical trend all over the world. The continuing development to a further level of autonomy requires more from energy optimization. The optimization of electric propulsion drive systems of self-driving electric vehicles by using autonomous and monitoring sensors are not often discussed. The goal of the presentation is to introduce Digital Twin technology and specify tasks required for a specialized unsupervised prognosis and control platform for energy system performance estimation.