E-bikes are rapidly becoming a leading mode of transportation in urban cities. Their convenience and {environmental{ friendliness make them an appealing alternative to gas-powered vehicles. E-bikes decrease traffic congestion and emissions, contributing to a more sustainable urban landscape. As technology advances, we can anticipate even sophistic