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Title:
NUCLEAR REACTOR DESIGN SCHEME OPTIMIZATION METHOD AND APPARATUS, COMPUTER DEVICE, AND MEDIUM
Document Type and Number:
WIPO Patent Application WO/2023/124414
Kind Code:
A1
Abstract:
A nuclear reactor design scheme optimization method and apparatus, a computer device, a storage medium, and a computer program product. The method comprises: acquiring an overall machine learning model of a nuclear reactor; according to the overall machine learning model of the nuclear reactor, searching for a nuclear reactor design scheme using an optimization algorithm, to obtain a nuclear reactor design scheme search result; performing validation and regression of the nuclear reactor design scheme search result; and generating an optimized nuclear reactor design scheme according to a validation and regression result. In the whole process, diversified nuclear reactor design schemes are generated using a machine learning model, and an optimization algorithm is used to perform a search of the schemes, and to perform subsequent validation and regression, so that an optimized nuclear reactor design scheme can be generated efficiently while ensuring the accuracy of scheme construction.

Inventors:
DING PENG (CN)
CHEN SHU (CN)
LI WENHUAI (CN)
XIA WENQING (CN)
YU FENGWAN (CN)
DUAN CHENGJIE (CN)
CUI DAWEI (CN)
LIN JIMING (CN)
Application Number:
PCT/CN2022/125854
Publication Date:
July 06, 2023
Filing Date:
October 18, 2022
Export Citation:
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Assignee:
LING DONG NUCLEAR POWER CO LTD (CN)
CHINA NUCLEAR POWER TECHNOLOGY RES INST CO LTD (CN)
CHINA GENERAL NUCLEAR POWER (CN)
CGN POWER CO LTD (CN)
International Classes:
G06F30/27
Foreign References:
CN114444383A2022-05-06
US20210271793A12021-09-02
CN109978166A2019-07-05
CN113761802A2021-12-07
Attorney, Agent or Firm:
ADVANCE CHINA IP LAW OFFICE (CN)
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