Across the , e-bikes are experiencing a significant surge in usage. Such phenomenon is driven by a combination of ecological awareness and rising interest for eco-friendly transportation choices . Numerous urban areas are putting in provisions to encourage powered bicycle acceptance, making them a viable possibility for getting around and recreatio