E-bikes are rapidly emerging as a popular mode of travel in urban environments. Their convenience and {environmental{ friendliness make them an attractive alternative to conventional vehicles. E-bikes decrease traffic congestion and emissions, contributing to a greener urban landscape. As technology advances, we can anticipate even more innovative