We use a thunder shirt. You have to put it on before the storm starts though so that anxiety hasn't taken hold. So in your dogs case even earlier. We let our dog inside on those days too though to comfort him.
What about trying to sound proof the dog kennel? Blankets over the top etc. Would that help at all?