E-bikes are rapidly emerging as a prominent mode of transportation in urban environments. Their efficiency and {environmental{ friendliness make them an attractive alternative to conventional vehicles. E-bikes decrease traffic congestion and emissions, contributing to a more sustainable urban environment. As technology evolves, we can anticipate e