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  • About
  • The Global ETD Search service is a free service for researchers to find electronic theses and dissertations. This service is provided by the Networked Digital Library of Theses and Dissertations.
    Our metadata is collected from universities around the world. If you manage a university/consortium/country archive and want to be added, details can be found on the NDLTD website.

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Spelling suggestions: "subject:"diffusion calculation"" "subject:"diffusion alculation""

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DEVELOPMENT OF A MACHINE LEARNING-ASSISTED CORE SIMULATION FOR BOILING WATER REACTOR OPERATIONS

Muhammad Rizki Oktavian (17138800) 13 October 2023 (has links)
<p dir="ltr">The research focuses on improving core simulation procedures in Boiling Water Reactors (BWRs) by leveraging machine learning techniques. Aimed at better fuel planning and enhanced safety, a machine learning model has been developed to predict errors in existing low-fidelity, diffusion-based core simulators. The machine learning models have demonstrated the capability to accurately and efficiently predict errors in core eigenvalue and power distribution in BWR Operations. This results in a significant improvement over conventional simulation methods in nuclear reactors without increasing computational complexity.</p>
Boiling Water Reactor
Machine Learning
Neural Network
Nuclear Reactors
Reactor Physics
Core Simulation
Monte Carlo Simulation
Diffusion Calculation

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