PORTLAND, Maine — A former shipyard worker accused of setting a fire that caused about $450 million in damage to a nuclear-powered submarine pleaded guilty Thursday under an agreement that could send him to federal prison for nearly 20 years.

Casey James Fury — formerly of Portsmouth, N.H. — waived indictment and pleaded guilty to two counts of arson, US Attorney Thomas Delahanty II said.