The scientific community has widely recognized that pollution has reached a critical level and urgent action is needed to address this phenomenon. Exhaust emissions from conventionally fueled transportation systems are one of the major contributors to air pollution. To mitigate this problem, European Parliament decided to ban the sale of such vehicles by the year 2035. One potential solution to reduce pollution is the use of electric vehicles, including electric micro-mobility such as e-bikes, which have become increasingly popular in large cities due to their ability to reduce air pollution, traffic congestion, and parking problems, as well as offering a more sustainable mode of transportation.