E-bikes are rapidly emerging as a popular mode of commuting in urban cities. Their convenience and {environmental{ friendliness make them an compelling alternative to gas-powered vehicles. E-bikes decrease traffic congestion and emissions, contributing to a more sustainable urban scene. As technology progresses, we can expect even advanced e-bike