Yassine Jaber asks the IMF and World Bank to help fund humanitarian aid and reconstruction.
The $300 million plants have sat idle amid a legal dispute with their operator.
Prime Minister Salam says Doha will finance, execute and operate the project; the amount and timeline have not been announced.
Governor Karim Souaid says the move sends "a clear signal" that Lebanon will shield its banks from contamination risk.