One plus three starts in Chinese mode

[AC Question]

I have a Canadian (North American) market OnePlus 3, which sometimes starts up in Chinese mode. Fortunately, I have friends who read Chinese, who can put it into English mode again. But I am wondering if there is some way to put it permanently into English mode?