1) There is normally NO [added] penalty for late filing when nothing is owed. Rarely, an exception could exist if the non-filing was part of a larger fraudulent scheme.
2) There is no statute of limitations for unfiled returns; the three year limit applies to IRS having to pay any refunds owed.
