Any way to reset battery calibration?

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My 10 has decided that at around 30% battery life it will reset itself until I charge it. I can only assume the battery calibration is all out of whack.
I know on rooted devices it's pretty straightforward but I want to avoid that as I like android pay too much to lose it!
I've seen a couple of guides but they all seem to be for the M7 or M8, nothing for the 10.
I tried searching but came up blank. Anything I can do?
 

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