Thanks again. I found that the wire for the master valve was just not connected to my new controller. I got that sorted out and then the water started flowing to the valves. They are still working so now my irrigation system is fully functional again.
If it helps anyone else, I found this page informative on the subject of what a master valve does:
http://www.irrigationtutorials.com/faq/master-valve.htm