I too have found references that show no evidence of Adams Battery. My guess is they were merged with French's Battery. French's Battery location is on the tour at the Park. Many of the less efficient artillery batteries of the Confederate Army were disbanded or completely reorganized in 1862. Apparently Adams Battery was one of those.
Len