E-bikes are rapidly rising to prominence a prominent mode of transportation in urban areas. Their speed 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 environment. As technology evolves, we can anticipate even