Kinga Skobiej is a Ph.D. student at the Doctoral School of Poznan University of Technology, in the faculty of Civil Engineering and Transport, PUT, since 2019. They achieved a master’s degree in Transport in 2019. Their main areas of interest include the ecological aspects of driving and electric and hybrid motors.