The incident happened shortly before 8 a.m. at a steam generating plant at Studebaker Road and Second Street in Long Beach.
An evacuation was limited to the property. A rupture happened in one of the tubes that carries high-pressure steam and water to a boiler.
Repairs are likely to take several days or up to one week, officials said.