E-bikes are rapidly emerging as a leading mode of commuting in urban areas. Their speed 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 environment. As technology advances, we can anticipate even sophisticated e-