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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.
Louis M. Shotkin
Nuclear Science and Engineering | Volume 26 | Number 3 | November 1966 | Pages 293-304
Technical Paper | doi.org/10.13182/NSE66-A17350
Articles are hosted by Taylor and Francis Online.
A spatial-averaged model of a boiling hydraulic channel is presented. Linearized analytical results are compared, with reasonably good agreement, with several transfer functions measured by Zivi, Wright et al. in a boiling loop at atmospheric pressure using both natural and forced circulation. The necessity of applying a heat source correction to the experimental data is discussed, and the role that the dynamic pressure plays is presented. The physical mechanism causing the experimentally observed hydraulic instability is shown to be an interaction between the transient flow and friction pressure drop in the two-phase region. The experimentally observed increase in unstable oscillation frequency with inverse boiling length is also shown analytically. The position of the boiling boundary in the channel is shown to be important in stability considerations. By comparing analytical results with experimental data of Wissler et al. and Becker et al. it is concluded that the least-stable situation results when the boiling boundary is partway up the channel. Since the position of the boiling boundary is directly related to the degree of subcooling, the existence of this crucial position is used to explain the influence of subcooling on stability.