Officers seized 7 during the operation.
One removed from the streets was capable of reaching speeds of over 60mph when the legal speed limit is 15.5mph.
Police say many had been altered using unregulated components or DIY conversions that pose seriously increased fire and collision risks.
Illegal e-bike use can lead to fines, prosecution and immediate confiscation.
