We haven't been to that one, but we stop in Abilene occasionally to see a friend that lives there. In February, we stopped for the first time at Buck Creek RV Park. They are east of town off of I-20 at exit 294. Take the road 1/4 to 1/2 mile north of the interstate.
Relatively new park, maybe 2 to 3 years old. Very long and wide spaces. We were impressed with it and marked it down as someplace we would stay again. It is far enough off the IS that noise is not an issue.
RV Park reviews scared me off of staying at the Abilene RV park. Let us know what you decide.