RNN-Based online anomaly detection in nuclear reactors for highly imbalanced datasets with uncertainty-Reference-Cited by-同舟云学术

RNN-Based online anomaly detection in nuclear reactors for highly imbalanced datasets with uncertainty

Published:2020-08 Issue: Volume:364 Page:110699
ISSN:0029-5493
Container-title:Nuclear Engineering and Design
language:en
Short-container-title:Nuclear Engineering and Design

Author:

Kim Minhee,Ou Elisa,Loh Po-Ling,Allen Todd,Agasie Robert,Liu Kaibo

Funder

Office of Naval Research

U.S. Department of Energy

Publisher

Elsevier BV

Subject

Mechanical Engineering,Waste Management and Disposal,Safety, Risk, Reliability and Quality,General Materials Science,Nuclear Energy and Engineering,Nuclear and High Energy Physics

Reference34 articles.

1. Multi-sensor data fusion using support vector machine for motor fault detection;Banerjee;Inf. Sci. (Ny),2012

2. SMOTE for high-dimensional class-imbalanced data;Blagus;BMC Bioinformatics,2013

3. A systematic study of the class imbalance problem in convolutional neural networks;Buda;Neural Networks,2018

4. Chawla, N. V., 2006. Data Mining for Imbalanced Datasets: An Overview, in: Data Mining and Knowledge Discovery Handbook. Springer-Verlag, pp. 853–867. https://doi.org/10.1007/0-387-25465-x_40.

5. SMOTE: Synthetic minority over-sampling technique;Chawla;J. Artif. Intell. Res.,2002

Cited by 28 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Signal generation for bolt loosening detection with unbalanced datasets based on the CBAM-VAE;Measurement;2025-01

2. Unsupervised anomaly detection of nuclear power plants under noise background based on convolutional adversarial autoencoder combining self-attention mechanism;Nuclear Engineering and Design;2024-11

3. Current Progress in the Application of Artificial Intelligence for Nuclear Power Plant Operation;Korean Journal of Chemical Engineering;2024-08-05

4. Time-Series Anomaly Detection in Automated Vehicles Using D-CNN-LSTM Autoencoder;IEEE Transactions on Intelligent Transportation Systems;2024-08

5. Online nonparametric monitoring for asynchronous processes with serial correlation;IISE Transactions;2024-02-22