Going to London from Japan but changing plane at Beijing Airport

Hello,

I am Peruvian with Japanese descent currently living here in Japan and I'm travelling to the UK with Air China and I need to change plane at Beijing Airport, and I wanted to know if I needed a transit Visa to only change and wait for like 2 hours until my next departure? I am travelling in December.