The blaze broke out at a flat in Garfield Road where the vehicle was charging.
Lithium-ion batteries, which are often used for e-bikes and scooters can be susceptible to failure if incorrect chargers are used.
Firefighters are urging users to always use the correct charger for the product and buy an official one from a reputable seller.