Remaining Useful Life Prediction Based on Improved Temporal Convolutional Network for Nuclear Power Plant Valves

Remaining Useful Life Prediction Based on Improved Temporal Convolutional Network for Nuclear Power Plant Valves

Proper risk assessment and monitoring of critical component is crucial to the safe operation of Nuclear Power Plants. One of the ways to ensure real-time monitoring is the development of Prognostics and Health Management systems for safety-critical equipment. Recently, the remaining useful life pred...

Full description

Bibliographic Details
Main Authors:	Hang Wang, Minjun Peng, Renyi Xu, Abiodun Ayodeji, Hong Xia
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2020-11-01
Series:	Frontiers in Energy Research
Subjects:	remaining useful life prediction electric gate valve temporal convolutional network residual convolution nuclear power plant
Online Access:	https://www.frontiersin.org/articles/10.3389/fenrg.2020.584463/full

Similar Items

Remaining Useful Life Prediction of Bearings Based on Convolution Attention Mechanism and Temporal Convolution Network
by: Haitao Wang, et al.
Published: (2023-01-01)

Remaining Useful Life Prediction Based on Adaptive SHRINKAGE Processing and Temporal Convolutional Network
by: Haitao Wang, et al.
Published: (2022-11-01)

An improved regularized particle filter for remaining useful life prediction in nuclear plant electric gate valves
by: Ren-yi Xu, et al.
Published: (2022-06-01)

Aero-Engine Remaining Useful Life Estimation Based on CAE-TCN Neural Networks
by: Guanghao Ren, et al.
Published: (2022-12-01)

Remaining Useful Life Prediction of a Lithium–Ion Battery Based on a Temporal Convolutional Network with Data Extension
by: Zhao Jing, et al.
Published: (2024-03-01)

A two-stage framework for predicting the remaining useful life of bearings
by: Zhan Xianbiao, et al.
Published: (2024-04-01)

State of Health Monitoring and Remaining Useful Life Prediction of Lithium-Ion Batteries Based on Temporal Convolutional Network
by: Danhua Zhou, et al.
Published: (2020-01-01)

Remaining Useful Life Prediction of Aeroengines Based on Multi-Head Attention Mechanism
by: Lei Nie, et al.
Published: (2022-07-01)

Remaining Useful Life Prediction Using Temporal Convolution with Attention
by: Wei Ming Tan, et al.
Published: (2021-02-01)

EVALUATING IMAGE CLASSIFICATION DEEP CONVOLUTIONAL NEURAL NETWORK ARCHITECTURES FOR REMAINING USEFUL LIFE ESTIMATION OF TURBOFAN ENGINES
by: Nathaniel DeVol, et al.
Published: (2022-07-01)

Remaining Useful Life Prediction of Rolling Bearing Based on Multi-Domain Mixed Features and Temporal Convolutional Networks
by: Xiangang Cao, et al.
Published: (2024-03-01)

Remaining Useful Life Estimation Combining Two-Step Maximal Information Coefficient and Temporal Convolutional Network With Attention Mechanism
by: Yalan Jiang, et al.
Published: (2021-01-01)

Remaining Useful Life Prognostics of Bearings Based on a Novel Spatial Graph-Temporal Convolution Network
by: Peihong Li, et al.
Published: (2021-06-01)

Remaining useful life estimation model for aero-engine using multi-feature attention
by: WANG Xin, et al.
Published: (2023-04-01)

Tool Remaining Useful Life Prediction Method Based on Multi-Sensor Fusion under Variable Working Conditions
by: Qingqing Huang, et al.
Published: (2022-10-01)

Remaining Useful Life Prediction for Turbofan Engine Using SAE-TCN Model
by: Xiaofeng Liu, et al.
Published: (2023-08-01)

A Two-Stage Transfer Regression Convolutional Neural Network for Bearing Remaining Useful Life Prediction
by: Xianling Li, et al.
Published: (2022-05-01)

Deep Spatiotemporal Convolutional-Neural-Network-Based Remaining Useful Life Estimation of Bearings
by: Xu Wang, et al.
Published: (2021-06-01)

Research on Accident Diagnosis Technology of Nuclear Power Plant Based on Time Convolution Capsule Network
by: DENG Qiang;WANG Hang;PENG Minjun;WANG Xiaokun;XU Renyi
Published: (2023-02-01)

An enhanced CNN-LSTM remaining useful life prediction model for aircraft engine with attention mechanism
by: Hao Li, et al.
Published: (2022-08-01)

A Remaining Useful Life Prognosis of Turbofan Engine Using Temporal and Spatial Feature Fusion
by: Cheng Peng, et al.
Published: (2021-01-01)

BEARING REMAINING LIFE PREDICTION BASED ON DEEP SEPARABLE CONVOLUTIONAL NEURAL NETWORK
by: XU HaiMing, et al.
Published: (2022-01-01)

Atrial Fibrillation Detection with Single-Lead Electrocardiogram Based on Temporal Convolutional Network–ResNet
by: Xiangyu Zhao, et al.
Published: (2024-01-01)

Using temporal convolution network for remaining useful lifetime prediction
by: Jungan Chen, et al.
Published: (2021-03-01)

Research on Predicting Remain Useful Life of Rolling Bearing Based on Parallel Deep Residual Network
by: Xingang Wang, et al.
Published: (2022-04-01)

A Novel Combination Neural Network Based on ConvLSTM-Transformer for Bearing Remaining Useful Life Prediction
by: Feiyue Deng, et al.
Published: (2022-12-01)

Deep-Learning-Based Remaining Useful Life Prediction Based on a Multi-Scale Dilated Convolution Network
by: Feiyue Deng, et al.
Published: (2021-11-01)

SACGNet: A Remaining Useful Life Prediction of Bearing with Self-Attention Augmented Convolution GRU Network
by: Juan Xu, et al.
Published: (2022-02-01)

Interactive Temporal Recurrent Convolution Network for Traffic Prediction in Data Centers
by: Xiaofeng Cao, et al.
Published: (2018-01-01)

Convolution and Long Short-Term Memory Hybrid Deep Neural Networks for Remaining Useful Life Prognostics
by: Zhengmin Kong, et al.
Published: (2019-10-01)

DSTnet: Deformable Spatio-Temporal Convolutional Residual Network for Video Super-Resolution
by: Anusha Khan, et al.
Published: (2021-11-01)

Remaining Useful Life Prediction of Rolling Bearings Based on Multi-Scale Attention Residual Network
by: Lin Song, et al.
Published: (2023-05-01)

MD-GCN: A Multi-Scale Temporal Dual Graph Convolution Network for Traffic Flow Prediction
by: Xiaohui Huang, et al.
Published: (2023-01-01)

Tool Wear Prediction Model Using Multi-Channel 1D Convolutional Neural Network and Temporal Convolutional Network
by: Min Huang, et al.
Published: (2024-01-01)

A Novel Image Feature for the Remaining Useful Lifetime Prediction of Bearings Based on Continuous Wavelet Transform and Convolutional Neural Network
by: Youngji Yoo, et al.
Published: (2018-07-01)

Gated Convolutional Networks for Cloud Removal From Bi-Temporal Remote Sensing Images
by: Peiyu Dai, et al.
Published: (2020-10-01)

Time Series Multiple Channel Convolutional Neural Network with Attention-Based Long Short-Term Memory for Predicting Bearing Remaining Useful Life
by: Jehn-Ruey Jiang, et al.
Published: (2019-12-01)

Spatio-Temporal Traffic Flow Prediction in Madrid: An Application of Residual Convolutional Neural Networks
by: Daniel Vélez-Serrano, et al.
Published: (2021-05-01)

ECG Classification Using an Optimal Temporal Convolutional Network for Remote Health Monitoring
by: Ali Rida Ismail, et al.
Published: (2023-02-01)

Experimental Validation of Model-Based Prognostics for Pneumatic Valves
by: Chetan S. Kulkarni, et al.
Published: (2017-01-01)