Periodic surging sound from plumbing
If it was the pressure relief valve, then you would see water coming out that line.  It sounds like a failing pressure regulator valve to me.  To check, pickup a simple pressure meter from the local HI store:



If you see this climbing around the same time the surging sound is happening, locate this device which should be shortly after the main shutoff and replace it: