研究论文

A review of data-driven fault diagnosis method for nuclear power plant

Zixiao Wang, Hongyang Wei, Ruifeng Tian, Sichao Tan

Harbin Engineering University

来源Progress in Nuclear Energy

年份2025

DOI10.1016/j.pnucene.2025.105785

原文https://doi.org/10.1016/j.pnucene.2025.105785

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逐年被引趋势

1680

1626

关键指标

被引次数 · OpenAlex

7.96

领域内被引倍数
同类平均 = 1

前 2%

引用位次
同领域 · 同年份 · 同类型

113

参考文献

Google Scholar 与 OpenAlex 的被引统计范围不同，数值存在差异属正常。

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依据：文献信息

论文问答

当前基于文献信息回答

可就本文提问；依据不足时会说明。

学术脉络

学科主题

工程

Fault Detection and Control Systems

Risk and Safety Analysis · Advanced Data Processing Techniques

参考文献 113

Adaptive Computational Intelligence for Dynamical Systems

Abdelhamid Bouchachia · Atlantis computational intelligence systems · 2010

被引 3

A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting

Yoav Freund, Robert E. Schapire · Journal of Computer and System Sciences · 1997

被引 20,706

A graphical approach to cause and effect analysis of chemical processing systems

T. Umeda, T. Kuriyama, Eiji O’Shima · Chemical Engineering Science · 1980

被引 124

此处列出前 3 条

引用本文 21

Progress and state-of-the-art on intelligent fault diagnosis of sliding bearings in reactor coolant pumps

Rongsheng Zhu, Haoyang Qin, Qian Huang · Nuclear Engineering and Design · 2026

被引 3

Interpretable machine learning for early multi-accident classification in CPR1000 reactors with global hyperparameter optimization and mechanism-informed explanations

Jinqi Zheng, Xiaoguang Yang, Jiale Ling · Process Safety and Environmental Protection · 2026

被引 2

A Time-Frequency Fusion Fault Diagnosis Framework for Nuclear Power Plants Oriented to Class-Incremental Learning Under Data Imbalance

zhaohui Liu, Qihao Zhou, Hua Liu · Computers · 2026

被引 2

按被引量排序，此处列出前 3 条

研究论文

A review of data-driven fault diagnosis method for nuclear power plant

Zixiao Wang, Hongyang Wei, Ruifeng Tian, Sichao Tan

Harbin Engineering University

来源Progress in Nuclear Energy

年份2025

DOI10.1016/j.pnucene.2025.105785

原文https://doi.org/10.1016/j.pnucene.2025.105785

阅读操作

确认中

在文库中上传 PDF 后可生成中文音频讲解。

摘要与影响

摘要 · 节选

暂未获取摘要。可打开原文或 PDF，后续可基于全文生成更完整的速读。

逐年被引趋势

1680

1626

关键指标

被引次数 · OpenAlex

7.96

领域内被引倍数
同类平均 = 1

前 2%

引用位次
同领域 · 同年份 · 同类型

113

参考文献

Google Scholar 与 OpenAlex 的被引统计范围不同，数值存在差异属正常。

AI 辅助阅读

依据：文献信息

论文问答

当前基于文献信息回答

可就本文提问；依据不足时会说明。

学术脉络

学科主题

工程

Fault Detection and Control Systems

Risk and Safety Analysis · Advanced Data Processing Techniques

参考文献 113

Adaptive Computational Intelligence for Dynamical Systems

Abdelhamid Bouchachia · Atlantis computational intelligence systems · 2010

被引 3

A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting

Yoav Freund, Robert E. Schapire · Journal of Computer and System Sciences · 1997

被引 20,706

A graphical approach to cause and effect analysis of chemical processing systems

T. Umeda, T. Kuriyama, Eiji O’Shima · Chemical Engineering Science · 1980

被引 124

此处列出前 3 条

引用本文 21

Progress and state-of-the-art on intelligent fault diagnosis of sliding bearings in reactor coolant pumps

Rongsheng Zhu, Haoyang Qin, Qian Huang · Nuclear Engineering and Design · 2026

被引 3

Interpretable machine learning for early multi-accident classification in CPR1000 reactors with global hyperparameter optimization and mechanism-informed explanations

Jinqi Zheng, Xiaoguang Yang, Jiale Ling · Process Safety and Environmental Protection · 2026

被引 2

A Time-Frequency Fusion Fault Diagnosis Framework for Nuclear Power Plants Oriented to Class-Incremental Learning Under Data Imbalance

zhaohui Liu, Qihao Zhou, Hua Liu · Computers · 2026

被引 2

按被引量排序，此处列出前 3 条