Yes, solar energy systems must be connected to the electric grid and energized (turned on) to produce SRECs. Going “off-the-grid” will impact your system's eligibility for SRECs.
Don't wait for interconnection to sign-up, however. You can start the SREC registration process with Sol Systems at any time.