When Constellation decided to install replacement Alstom low-pressure turbines at three of its boiling water reactor plants more than 15 years ago, one benefit was knowing the new turbines should operate reliably—and without major inspections—for several years.

A team from Arizona Public Service’s (APS) Palo Verde nuclear plant, in Wintersburg, Ariz., has won the Nuclear Energy Institute’s “Best of the Best” Top Innovative Practice (TIP) Award for developing in-house software applications that use machine learning to automate such time-consuming tasks as screening reports or searching maintenance logs. The award was announced July 9 during NEI’s first-ever virtual TIP Awards presentation.