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Enhancing prediction accuracy for LOCA break sizes in nuclear power plants: A hybrid deep learning method with data augmentation and hyperparameter optimization

Annals of nuclear energy, 2024-02, Vol.196, p.110208, Article 110208

2024

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An improved regularized particle filter for remaining useful life prediction in nuclear plant electric gate valves

Nuclear engineering and technology, 2022-06, Vol.54 (6), p.2107-2119

2022

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DL-RRT algorithm for least dose path Re-planning in dynamic radioactive environments

Nuclear Engineering and Technology, 2019, 51(3), , pp.825-836

2019

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A multi-layer approach to DN 50 electric valve fault diagnosis using shallow-deep intelligent models

Nuclear Engineering and Technology, 2021, 53(1), , pp.148-163

2021

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An investigation into accidents in laboratories in universities in China caused by human error: A study based on improved CREAM and SPAR-H

Heliyon, 2024-04, Vol.10 (7), p.e28897-e28897, Article e28897

2024

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An intelligent hybrid methodology of on-line system-level fault diagnosis for nuclear power plant

Nuclear Engineering and Technology, 2018, 50(3), , pp.396-410

2018

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Remaining useful life prediction techniques for electric valves based on convolution auto encoder and long short term memory

ISA transactions, 2021-02, Vol.108, p.333-342

2021

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Remaining Useful Life Prediction Techniques of Electric Valves for Nuclear Power Plants with Convolution Kernel and LSTM

Science and technology of nuclear installations, 2020, Vol.2020 (2020), p.1-13

2020

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Improved PCA model for multiple fault detection, isolation and reconstruction of sensors in nuclear power plant

Annals of nuclear energy, 2020-12, Vol.148, p.107662, Article 107662

2020

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Radioactive gas diffusion simulation and inhaled effective dose evaluation during nuclear decommissioning

Nuclear Engineering and Technology, 2022, 54(1), , pp.293-300

2022

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Novel fault diagnosis scheme utilizing deep learning networks

Progress in nuclear energy (New series), 2020-01, Vol.118, p.103066, Article 103066

2020

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A hybrid fault diagnosis methodology with support vector machine and improved particle swarm optimization for nuclear power plants

ISA transactions, 2019-12, Vol.95, p.358-371

2019

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A fast gamma-ray dose rate assessment method for complex geometries based on stylized model reconstruction

Nuclear Engineering and Technology, 2019, 51(5), , pp.1436-1443

2019

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Enhanced graph-based fault diagnostic system for nuclear power plants

Nuclear science and techniques, 2019-12, Vol.30 (12), p.180-193, Article 174

2019

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Fault identification and diagnosis based on KPCA and similarity clustering for nuclear power plants

Annals of nuclear energy, 2021-01, Vol.150, p.107786, Article 107786

2021

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Advanced fault diagnosis method for nuclear power plant based on convolutional gated recurrent network and enhanced particle swarm optimization

Annals of nuclear energy, 2021-02, Vol.151, p.107934, Article 107934

2021

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A continuous learning monitoring strategy for multi-condition of nuclear power plant

Annals of nuclear energy, 2021-12, Vol.164, p.108544, Article 108544

2021

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A dose assessment method for nuclear facility decommissioning based on the combination of CAD and Point-Kernel method

Radiation physics and chemistry (Oxford, England : 1993), 2022-04, Vol.193, p.109942, Article 109942

2022

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Prediction of time series of NPP operating parameters using dynamic model based on BP neural network

Annals of nuclear energy, 2015-11, Vol.85, p.566-575

2015

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Long-term operation monitoring strategy for nuclear power plants based on continuous learning

Annals of nuclear energy, 2022-12, Vol.178, p.109323, Article 109323

2022

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Two decoupling methods for non-isothermal DSC results of AIBN decomposition

Journal of hazardous materials, 2015-03, Vol.285, p.61-68

2015

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A gamma-ray dose rate assessment method for arbitrary shape geometries based on voxelization algorithm

Radiation physics and chemistry (Oxford, England : 1993), 2019-05, Vol.158, p.122-130

2019

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The real-time simulation of exposure dose assessment in radioactive environment based on point-kernel method and human phantom

Radiation physics and chemistry (Oxford, England : 1993), 2020-12, Vol.177, p.109146, Article 109146

2020

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Voxel-based point kernel method for dose rate assessment of non-uniform activity and self-shielding sources in nuclear facility decommissioning

Radiation physics and chemistry (Oxford, England : 1993), 2019-11, Vol.164, p.108381, Article 108381

2019

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Improved methods of online monitoring and prediction in condensate and feed water system of nuclear power plant

Annals of nuclear energy, 2016-04, Vol.90, p.44-53

2016

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Enhancing prediction accuracy for LOCA break sizes in nuclear power plants: A hybrid deep learning method with data augmentation and hyperparameter optimization

An improved regularized particle filter for remaining useful life prediction in nuclear plant electric gate valves

DL-RRT algorithm for least dose path Re-planning in dynamic radioactive environments

A multi-layer approach to DN 50 electric valve fault diagnosis using shallow-deep intelligent models

An investigation into accidents in laboratories in universities in China caused by human error: A study based on improved CREAM and SPAR-H

An intelligent hybrid methodology of on-line system-level fault diagnosis for nuclear power plant

Remaining useful life prediction techniques for electric valves based on convolution auto encoder and long short term memory

Remaining Useful Life Prediction Techniques of Electric Valves for Nuclear Power Plants with Convolution Kernel and LSTM

Improved PCA model for multiple fault detection, isolation and reconstruction of sensors in nuclear power plant

Radioactive gas diffusion simulation and inhaled effective dose evaluation during nuclear decommissioning

Novel fault diagnosis scheme utilizing deep learning networks

A hybrid fault diagnosis methodology with support vector machine and improved particle swarm optimization for nuclear power plants

A fast gamma-ray dose rate assessment method for complex geometries based on stylized model reconstruction

Enhanced graph-based fault diagnostic system for nuclear power plants

Fault identification and diagnosis based on KPCA and similarity clustering for nuclear power plants

Advanced fault diagnosis method for nuclear power plant based on convolutional gated recurrent network and enhanced particle swarm optimization

A continuous learning monitoring strategy for multi-condition of nuclear power plant

A dose assessment method for nuclear facility decommissioning based on the combination of CAD and Point-Kernel method

Prediction of time series of NPP operating parameters using dynamic model based on BP neural network

Long-term operation monitoring strategy for nuclear power plants based on continuous learning

Two decoupling methods for non-isothermal DSC results of AIBN decomposition

A gamma-ray dose rate assessment method for arbitrary shape geometries based on voxelization algorithm

The real-time simulation of exposure dose assessment in radioactive environment based on point-kernel method and human phantom

Voxel-based point kernel method for dose rate assessment of non-uniform activity and self-shielding sources in nuclear facility decommissioning

Improved methods of online monitoring and prediction in condensate and feed water system of nuclear power plant

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