E-bikes are rapidly rising to prominence a popular mode of travel in urban environments. Their speed and {environmental{ friendliness make them an appealing alternative to traditional vehicles. E-bikes decrease traffic congestion and emissions, contributing to a greener urban scene. As technology progresses, we can anticipate even sophisticated e-