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DOE OSTI · 2006437

Pressurized-Water Reactor Core Design Demonstration with Genetic Algorithm Based Multi-Objective Plant Fuel Reload Optimization Platform

Kim, Junyung·M. Mostafa Abdo, Mohammad Gamal·Choi, Yong-Joon·Luque Gutierrez, Juan Cristhian·Hou, Jason·Gosdin, Christoper·Valeri, Jarrett
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Abstract

LWRS M3 milestone report due September 15, 2023. This report summarizes development and demonstration activities of PRLO optimization platform built in Risk Analysis and Virtual ENviroment (RAVEN), specifically: (1) Improvement of multi-objective non-dominated sorting genetic algorithm II (NSGA-II) to handle large size of objectives and constraints, (2) Demonstration of pressurized water reactor core design with NSGA-II multi-objective optimization platform, and (3) Single-objective optimized core design including system analysis and fuel performance feedback.

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Kim, Junyung, M. Mostafa Abdo, Mohammad Gamal, Choi, Yong-Joon, Luque Gutierrez, Juan Cristhian, Hou, Jason, Gosdin, Christoper, Valeri, Jarrett. 2023-09-01. Pressurized-Water Reactor Core Design Demonstration with Genetic Algorithm Based Multi-Objective Plant Fuel Reload Optimization Platform. https://doi.org/10.2172/2006437

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