The power supply is usually consistent around the weekends. So Peter just borrowed a generator to keep his time machine working .
After turning it on, he then positions himself on the machines chair. The unexpected sets to happen. The machine takes pace and the research room lights go off caused by high voltage. Peter Small vanishes into time never to be seen ever since.