E-bikes are rapidly emerging as a leading mode of commuting in urban cities. Their efficiency and {environmental{ friendliness make them an compelling alternative to conventional vehicles. E-bikes reduce traffic congestion and emissions, contributing to a more sustainable urban landscape. As technology advances, we can foresee even more innovative