E-bikes are rapidly rising to prominence a prominent mode of commuting in urban cities. Their speed and {environmental{ friendliness make them an attractive alternative to traditional vehicles. E-bikes decrease traffic congestion and emissions, contributing to a more sustainable urban landscape. As technology progresses, we can expect even advance