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Proceedings Papers

The Crown Predictive Model of Cold-Rolled Zirconium Alloy Strip Sheet Based on Machine Learning Algorithm

Yuan Cao, Jianguo Cao, Yingqi Gao, Ben Wang, Pengfei Zhang, Fang Li, Bo Gao
Proc. ASME. ICONE29, Volume 10: Advanced Methods of Manufacturing for Nuclear Reactors and Components, V010T10A026, August 8–12, 2022
Paper No: ICONE29-92252
DOI: https://doi.org/10.1115/ICONE29-92252
View Paper titled, The Crown Predictive Model of Cold-Rolled Zirconium Alloy Strip Sheet Based on Machine Learning Algorithm
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Topics: Algorithms, Cold rolling, Machine learning, Strips, Zirconium alloys
Proceedings Papers

Simulation on the Process of Core Molten Pool Formation and Corium Relocation in the Core Region

Xinhai Zhao, Peng Chen, Dongyu He, Ruhao Zhong
Proc. ASME. ICONE29, Volume 11: Mitigation Strategies for Beyond Design Basis Events, V011T11A017, August 8–12, 2022
Paper No: ICONE29-92717
DOI: https://doi.org/10.1115/ICONE29-92717
View Paper titled, Simulation on the Process of Core Molten Pool Formation and Corium Relocation in the Core Region
Click here to open pdf in another window PDF for Simulation on the Process of Core Molten Pool Formation and Corium Relocation in the Core Region
Topics: Accidents, Algorithms, Collapse, Dams, Flow (Dynamics), Fuel rods, Geometry, Heat transfer, Melting, Porous materials
Proceedings Papers

A Collaborative Edge Computing Framework for Predictive Maintenance in Nuclear Power Plants

Yixiong Feng, Yong Wang, Bingtao Hu, Zhaoxi Hong, Jianrong Tan
Proc. ASME. ICONE29, Volume 12: Innovative and Smart Nuclear Power Plant Design, V012T12A042, August 8–12, 2022
Paper No: ICONE29-93370
DOI: https://doi.org/10.1115/ICONE29-93370
View Paper titled, A Collaborative Edge Computing Framework for Predictive Maintenance in Nuclear Power Plants
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Topics: Maintenance, Nuclear power plant maintenance, Nuclear power stations, Optimization, Algorithms, Energy / power systems, Nuclear power, Sensors
Proceedings Papers

A Location Algorithm for Orphan Radioactive Source

Qianxi Xiao, Jiejin Cai
Proc. ASME. ICONE29, Volume 15: Student Paper Competition, V015T16A115, August 8–12, 2022
Paper No: ICONE29-93592
DOI: https://doi.org/10.1115/ICONE29-93592
View Paper titled, A Location Algorithm for Orphan Radioactive Source
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Topics: Algorithms, Robots, Probability, Radiation (Physics), Gaussian distribution, Mobile robots, Path planning, Safety, Simulation experiments, Switches
Proceedings Papers

Determination of Control Rod Position by Global Optimization Methods

Zhang Qian, Zhihong Liu, Jing Zhao
Proc. ASME. ICONE29, Volume 15: Student Paper Competition, V015T16A100, August 8–12, 2022
Paper No: ICONE29-92637
DOI: https://doi.org/10.1115/ICONE29-92637
View Paper titled, Determination of Control Rod Position by Global Optimization Methods
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Topics: Algorithms, Optimization, Pressurized water reactors, Sensors, Computer software, Genetic algorithms, Inverse problems, Neutrons, Particle swarm optimization, Physics
Proceedings Papers

Anomalies Detection in Structures, System and Components for Supporting Nuclear Long Term Operation Program

Salvatore Angelo Cancemi, Rosa Lo Frano
Proc. ASME. ICONE29, Volume 15: Student Paper Competition, V015T16A110, August 8–12, 2022
Paper No: ICONE29-93193
DOI: https://doi.org/10.1115/ICONE29-93193
View Paper titled, Anomalies Detection in Structures, System and Components for Supporting Nuclear Long Term Operation Program
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Topics: Algorithms, Digital twin, Failure, Finite element analysis, Machine learning, Maintenance, Nuclear power stations, Nuclear reactors, Pipes, Pressure
Proceedings Papers

Fault Diagnosis Based on KPCA and RUSboost for Nuclear Power Plants

Yiqing Wang, Peiwei Sun
Proc. ASME. ICONE29, Volume 15: Student Paper Competition, V015T16A082, August 8–12, 2022
Paper No: ICONE29-92163
DOI: https://doi.org/10.1115/ICONE29-92163
View Paper titled, Fault Diagnosis Based on KPCA and RUSboost for Nuclear Power Plants
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Topics: Fault diagnosis, Nuclear power stations, Algorithms, Sensors, Nonlinear systems, Nuclear reactors, Pressurized water reactors, Process monitoring, Support vector machines
Proceedings Papers

Data Driven Methods for Break Size and Location Estimation in LOCA Based on Deep Learning

Peng Yuan, Jian Deng, Zhifang Qiu, Qinglan Xu, Dahuan Zhu, Tao Huang, Zhongchun Li, Peng Du
Proc. ASME. ICONE29, Volume 7B: Thermal-Hydraulics and Safety Analysis, V07BT07A006, August 8–12, 2022
Paper No: ICONE29-92380
DOI: https://doi.org/10.1115/ICONE29-92380
View Paper titled, Data Driven Methods for Break Size and Location Estimation in LOCA Based on Deep Learning
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Topics: Accidents, Algorithms, Artificial neural networks, China, Coolants, Design, Flow (Dynamics), Machine learning, Nuclear power stations, Nuclear reactors
Proceedings Papers

Eulerian Grid Approximation Algorithm of Droplet Motion in Gravity Field

Zhanwei Liu, Hanliang Bo
Proc. ASME. ICONE29, Volume 8: Computational Fluid Dynamics (CFD) and Applications, V008T08A012, August 8–12, 2022
Paper No: ICONE29-91421
DOI: https://doi.org/10.1115/ICONE29-91421
View Paper titled, Eulerian Grid Approximation Algorithm of Droplet Motion in Gravity Field
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Topics: Algorithms, Approximation, Drops, Gravity (Force)
Proceedings Papers

Numerical Analysis on Pressurizer Liquid Level Characteristic Under Marine Conditions

Sijie Xu, Tianyi Wei, Jinyu Yue, Dongyang Li, Sichao Tan
Proc. ASME. ICONE29, Volume 8: Computational Fluid Dynamics (CFD) and Applications, V008T08A039, August 8–12, 2022
Paper No: ICONE29-92322
DOI: https://doi.org/10.1115/ICONE29-92322
View Paper titled, Numerical Analysis on Pressurizer Liquid Level Characteristic Under Marine Conditions
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Topics: Algorithms, Computational fluid dynamics, Computer simulation, Equations of motion, Flow (Dynamics), Numerical analysis, Ocean waves, Pressure, Sloshing, Transients (Dynamics)
Proceedings Papers

A Novel Transmission Reconstruction Algorithm for Radioactive Drum Characterization

Hui Yang, Hao Zhou, Bing Dong, Wentao Zhou, Weiguo Gu, Xinyu Zhang, Qingxin Lei, Chenyu Shan, Dezhong Wang
Proc. ASME. ICONE29, Volume 9: Decontamination and Decommissioning, Radiation Protection, and Waste Management, V009T09A005, August 8–12, 2022
Paper No: ICONE29-90126
DOI: https://doi.org/10.1115/ICONE29-90126
View Paper titled, A Novel Transmission Reconstruction Algorithm for Radioactive Drum Characterization
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Topics: Algorithms, Artificial neural networks, Radioactive wastes, Errors, Resolution (Optics), Density, Image reconstruction, Noise (Sound), Signal to noise ratio
Proceedings Papers

Numerical Simulation Analysis of Silicon Carbide Whiskers Doped Uranium Dioxide Composite Fuel for High Thermal Conductivity

Linyuan Lu, LiHua Guo, Yajuan Zhong, Feng Zhang, Jun Lin
Proc. ASME. ICONE29, Volume 2: Nuclear Fuel and Material, Reactor Physics and Transport Theory, and Fuel Cycle Technology, V002T02A040, August 8–12, 2022
Paper No: ICONE29-91804
DOI: https://doi.org/10.1115/ICONE29-91804
View Paper titled, Numerical Simulation Analysis of Silicon Carbide Whiskers Doped Uranium Dioxide Composite Fuel for High Thermal Conductivity
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Topics: Composite materials, Computer simulation, Fuels, Silicon, Temperature distribution, Thermal conductivity, Thermal resistance, Uranium, Finite element methods, Accidents
Proceedings Papers

Research on the Correlations of Fission Source Distribution in the Monte Carlo Algorithm Using Mathematical Tools

Pengfei Shen, Shihang Jiang, Yingzhe Hu, Kan Wang
Proc. ASME. ICONE29, Volume 2: Nuclear Fuel and Material, Reactor Physics and Transport Theory, and Fuel Cycle Technology, V002T02A081, August 8–12, 2022
Paper No: ICONE29-93476
DOI: https://doi.org/10.1115/ICONE29-93476
View Paper titled, Research on the Correlations of Fission Source Distribution in the Monte Carlo Algorithm Using Mathematical Tools
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Topics: Algorithms, Cycles, Nuclear fission
Proceedings Papers

Rejection of Synchronous Vibration Based on Generalized Adaptive Period Iteration Algorithm for Active Magnetic Bearing

Xiaoyu Bian, Zhengang Shi, Ni Mo, Yangbo Zheng, Lei Shi
Proc. ASME. ICONE29, Volume 3: I&C, Digital Control, and Influence of Human Factors, V003T03A007, August 8–12, 2022
Paper No: ICONE29-89595
DOI: https://doi.org/10.1115/ICONE29-89595
View Paper titled, Rejection of Synchronous Vibration Based on Generalized Adaptive Period Iteration Algorithm for Active Magnetic Bearing
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Topics: Algorithms, Magnetic bearings, Vibration
Proceedings Papers

Applying Machine Learning to Improve BOA Analysis of CIPS/CILC

Jun Liao, Alexander Mace, Guoqiang Wang, Jesse S. Fisher
Proc. ASME. ICONE29, Volume 2: Nuclear Fuel and Material, Reactor Physics and Transport Theory, and Fuel Cycle Technology, V002T02A095, August 8–12, 2022
Paper No: ICONE29-94480
DOI: https://doi.org/10.1115/ICONE29-94480
View Paper titled, Applying Machine Learning to Improve BOA Analysis of CIPS/CILC
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Topics: Machine learning, Boron, Corrosion, Fuels, Nuclear power stations, Algorithms, Calibration, Chemistry, Cladding systems (Building), Computers
Proceedings Papers

UTSG Water Level Prediction Model Based on LSTM and GRU Algorithms

Qingyun He, Bin Li, Sitao Peng
Proc. ASME. ICONE29, Volume 3: I&C, Digital Control, and Influence of Human Factors, V003T03A015, August 8–12, 2022
Paper No: ICONE29-91798
DOI: https://doi.org/10.1115/ICONE29-91798
View Paper titled, UTSG Water Level Prediction Model Based on LSTM and GRU Algorithms
Click here to open pdf in another window PDF for UTSG Water Level Prediction Model Based on LSTM and GRU Algorithms
Topics: Algorithms, Boilers, Water
Proceedings Papers

Prevention and Treatment of Network Storm in Control Station of Digital I&C System in Nuclear Power Plants

Wang Dong, Leng Qiang
Proc. ASME. ICONE29, Volume 3: I&C, Digital Control, and Influence of Human Factors, V003T03A004, August 8–12, 2022
Paper No: ICONE29-89313
DOI: https://doi.org/10.1115/ICONE29-89313
View Paper titled, Prevention and Treatment of Network Storm in Control Station of Digital I&C System in Nuclear Power Plants
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Topics: Algorithms, Nuclear power stations, Storms
Proceedings Papers

Research on the PID Parameter Self-Tuning of the Pressurizer Control System of Nuclear Power Plant

Kunpeng Xing, Hongrui Wang, Tao Zou, Zhijia Yang, Jingyang Wang, Pengbin Zhang
Proc. ASME. ICONE29, Volume 3: I&C, Digital Control, and Influence of Human Factors, V003T03A027, August 8–12, 2022
Paper No: ICONE29-92849
DOI: https://doi.org/10.1115/ICONE29-92849
View Paper titled, Research on the PID Parameter Self-Tuning of the Pressurizer Control System of Nuclear Power Plant
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Topics: Control systems, Nuclear power stations, Control equipment, Particle swarm optimization, Algorithms, Errors, Nuclear power, Pressure, Steam, Water
Proceedings Papers

Quantitative Probabilistic Safety Analysis of Locking Mechanism of Nuclear Power Control System Products

Zhirui Jiang
Proc. ASME. ICONE29, Volume 3: I&C, Digital Control, and Influence of Human Factors, V003T03A019, August 8–12, 2022
Paper No: ICONE29-92012
DOI: https://doi.org/10.1115/ICONE29-92012
View Paper titled, Quantitative Probabilistic Safety Analysis of Locking Mechanism of Nuclear Power Control System Products
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Topics: Control systems, Nuclear power, Probabilistic safety assessment, Simulation, Algorithms, Failure, Failure mechanisms, Probability, Reliability, Deformation
Proceedings Papers

Explainable Neural Network Algorithm for Rapid Radionuclide Identification Under Low Count Gamma-Ray Spectrum Data

Yu Wang, Sufen Li, Yonggang Huo, Jianqing Yang, Quanhu Zhang
Proc. ASME. ICONE29, Volume 5: Nuclear Safety, Security, and Cyber Security, V005T05A051, August 8–12, 2022
Paper No: ICONE29-92829
DOI: https://doi.org/10.1115/ICONE29-92829
View Paper titled, Explainable Neural Network Algorithm for Rapid Radionuclide Identification Under Low Count Gamma-Ray Spectrum Data
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Topics: Algorithms, Artificial neural networks, Gamma rays, Radioisotopes