I keep searching for animal studies on this and come up empty - all I can find is some studies on serological cross response when testing people for SARS exposure.

Vaccines are obviously the best bet, but I wonder whether deliberately exposing the healthy to common cold Coronavirus might improve herd immunity against this Coronavirus. E.g. maybe in late summer it can be used to forestall a second wave of Coronavirus spread in the winter.