E-bikes are rapidly emerging as a prominent mode of commuting in urban environments. Their speed and {environmental{ friendliness make them an attractive alternative to conventional vehicles. E-bikes minimize traffic congestion and emissions, contributing to a eco-friendly urban environment. As technology progresses, we can expect even advanced e-