Concluding the longest-ever review of a US nuclear power plant’s request for a new license, the Nuclear Regulatory Commission announced Friday it had decided to allow the Pilgrim Nuclear Power Station in Plymouth to produce energy for another 20 years.

The 3-1 vote, with one commissioner recusing himself because of a conflict, was called “troubling’’ by Governor Deval Patrick.