In the paper, the authors introduce a new type of $α$-locally doubly diagonally dominant matrices, which is indeed a new subclass of $H$-matrices, present several new criteria for judging non-singular $H$-matrices according to the theory of the new type of $α$-locally doubly diagonally dominant matrices, and illustrate effectiveness and advantages of the proposed criteria by some numerical examples.