I had the same problem on my Lenovo Yoga 10 HD+ tablet.
I have completely solved the problem by installing and app called "CPU Awake".
What I do is run this app, set minutes and seconds to 0 and Activate. After this, I don't press the shut down button on my tablet, but just let the screen time...