Sounds like the motor is overheating and this causes the overheating protection to stop the machine from working.
The motor is possibly clogged up with dirt - and adequate ventilation of the motor is prevented - so overheating occurs relatively quickly.
Solution will be to clean/change the machine filters and some how declog the motor or change it completely.
Another dyson owner., April 2009