The motor is probably burning out, or has. Smell the exhaust port. If the odor is especially strong, here, then that's the problem. You'll need to take the vacuum to the nearest Aerus Electrolux store for definite diagnosis and repair/replacement of parts.

http://www.aerushome.com/storelocator/index.cfm