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Conference Spotlight
2026 ANS Annual Conference
May 31–June 3, 2026
Denver, CO|Sheraton Denver
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The Standards Committee is responsible for the development and maintenance of voluntary consensus standards that address the design, analysis, and operation of components, systems, and facilities related to the application of nuclear science and technology. Find out What’s New, check out the Standards Store, or Get Involved today!
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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.
Johanna Oxstrand, Rachael Hill, Katya Le Blanc (INL)
Proceedings | 2018 International Congress on Advances in Nuclear Power Plants (ICAPP 2018) | Charlotte, NC, April 8-11, 2018 | Pages 285-292
In recent years, multiple nuclear utilities have deployed electronic work management solutions to replace the traditional paper-based processes. There are several benefits of electronic work management solutions compared to paper processes, such as a more streamlined review and approval process. However, the utilities also hoped the new solution would support workers in conducting their jobs more efficiently, correctly, and safely. Unfortunately, the industry is now realizing that the existing solutions are failing to achieve the expected improvements in overall work execution.
The electronic work management solutions present the work instructions as an electronic copy (i.e., a portable document format [PDF]) of the paper instruction. The PDF versions used in these electronic work management solutions have some ability for data input, notes, and mark-up, but they do not provide many additional benefits compared to using paper. Researchers at Idaho National Laboratory (INL) investigated going beyond smart PDFs from a human factors perspective. In close collaboration with multiple utilities, they investigated how to present instruction content and how to design interaction with the instructions to improve the workers’ performance and efficiency. Their solution is a dynamic presentation of the instructions that guides the worker through the correct path. A well-designed solution has the opportunity to vastly reduce the risk of human errors in the field. This paper will describe, in detail, how the design concepts improve human performance.