E-bikes are rapidly emerging as a popular mode of transportation in urban cities. Their efficiency and {environmental{ friendliness make them an compelling alternative to gas-powered vehicles. E-bikes decrease traffic congestion and emissions, contributing to a eco-friendly urban scene. As technology evolves, we can anticipate even sophisticated e