In theory it should work. Your plug adapter has a max output of 36 watts, the battery pack maxes out at 22.5. The wildcard is not knowing what the vest input requirements are. If it requires 9v, you're adapter may be a little shy - it provides a max of 2 amps, the battery pack provides 2.22 amps. Is there a tag anywhere on the vest that lists technical details?