Let G be a group and let g be a non-trivial element in G. If some non-empty finite product of conjugates of g equals to the identity, then g is called a generalized torsion element. We say that a knot K has generalized torsion if G(K) = π 1 (S 3 − K) admits such an element. For a (2, 2q + 1)-torus knot K, we demonstrate that there are infinitely many unknots cn in S 3 such that p-twisting K about cn yields a twist family {Kq,n,p} p∈Z in which Kq,n,p is a hyperbolic knot with generalized torsion whenever |p| > 3. This gives a new infinite class of hyperbolic knots having generalized torsion. In particular, each class contains knots with arbitrarily high genus. We also show that some twisted torus knots, including the (−2, 3, 7)-pretzel knot, have generalized torsion. Since generalized torsion is an obstruction for having bi-order, these knots have non-bi-orderable knot groups.