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Conference Spotlight
2026 ANS Annual Conference
May 31–June 3, 2026
Denver, CO|Sheraton Denver
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AI at work: Southern Nuclear’s adoption of Copilot agents drives fleet forward
Southern Nuclear is leading the charge in artificial intelligence integration, with employee-developed applications driving efficiencies in maintenance, operations, safety, and performance.
The tools span all roles within the company, with thousands of documented uses throughout the fleet, including improved maintenance efficiency, risk awareness in maintenance activities, and better-informed decision-making. The data-intensive process of preparing for and executing maintenance operations is streamlined by leveraging AI to put the right information at the fingertips for maintenance leaders, planners, schedulers, engineers, and technicians.
Miguel Ceceñas-Falcón, Robert M. Edwards
Nuclear Technology | Volume 143 | Number 2 | August 2003 | Pages 125-131
Technical Paper | Nuclear Plant Instrumentation, Control, and Human-Machine Interface Technologies | doi.org/10.13182/NT03-A3402
Articles are hosted by Taylor and Francis Online.
The study of the first harmonic mode of the neutron spectrum in a boiling water reactor (BWR) yields the capability to assess the decay ratio for the harmonic mode and anticipate the impact on the fundamental mode when an out-of-phase oscillation is about to take place. In this work, the neutron spectrum for a BWR is approximated as a linear combination of the fundamental and first harmonic modes, and these two modes are studied applying reduced order modal models. A stability estimator is constructed to monitor the development of the harmonic mode instability through the calculation of the decay ratio. To achieve an estimation of the decay ratio for each mode, the estimator requires the separation of both modes from the neutron spectrum, and a method to obtain these modes based on a bare homogeneous reactor is presented. The Reduced Order Modal Estimator is tested with computer-generated data and with data from the Ringhals Stability Benchmark.