If the machine is new, it's probably just the circuit breaker being tripped. Check for a small black switch under the machine.
If the machine is old, it could be a bad battery. The LCD panel would give you "Battery Depleted" message. My battery is approx two years old and the machine would stop after only 2 hours now.