Aircraft typically have a limit of 100 or 160 watt-hours and require that the battery be separate or the whole device be small (think laptop sized) so that you can dump it in a fireproof bag.

An e-bike has a ~1kWh battery that is probably strapped or zip-tied in place and there's probably no serious firefighting equipment.