Do I need visa to transit through China to third country?

I will arrive to Kuming airport at 19:50. (31st March) from Country A and depart from Beijing , PEK airport to Country C at 17:00( 1st April) .So my layover time in China will be 22 hours. I have confirmed ticket and visa for Country C.

Thanks for your time.