In this paper, we introduce the concept of fuzzy hyper$K$-subalgebras and investigate some related properties. We state a characterization for a fuzzy hyper$K$-subalgebra in terms of it's level hyper$K$-subalgebras. We also consider the notion of hypernormal fuzzy hyper$K$-subalgebras and study some related results.