You can visit, but it will be interesting only with a guide. There are a huge number of exhibits, several exhibition halls, but it is impossible to figure it out on your own.
It takes more than 2 hours to drive from Phuket from Kata beach. It's beautiful but not worth your time. To leave at 5:40 and return after all at 20:00, well, no