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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

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Topics: Algorithms, Artificial neural networks, Gamma rays, Radioisotopes

Proceedings Papers

Comparative Machine Learning Study for Estimating Peak Cladding Temperature in AP1000 Under LOFW

Merouane Najar, He Wang

Proc. ASME. ICONE29, Volume 5: Nuclear Safety, Security, and Cyber Security, V005T05A022, August 8–12, 2022

Paper No: ICONE29-91516

DOI: https://doi.org/10.1115/ICONE29-91516

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Topics: Cladding systems (Building), Machine learning, Temperature, Algorithms, Uncertainty quantification, Accidents, Safety, Uncertainty, Databases, Errors

Proceedings Papers

Prediction of Critical Heat Flux Based on Random Forest Algorithm

Zhuo Sun, Mingyang Han, Peng Yuan, Lei Gong, Di Chen, Guanghui Yuan, Shuang Zhang

Proc. ASME. ICONE29, Volume 7A: Thermal-Hydraulics and Safety Analysis, V07AT07A056, August 8–12, 2022

Paper No: ICONE29-91840

DOI: https://doi.org/10.1115/ICONE29-91840

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Topics: Algorithms, Critical heat flux

Proceedings Papers

Bubble Boundary Detection Algorithm Without Model Training

Johnson Lorlornyo Abusah, Shouxu Qiao, Sichao Tan

Proc. ASME. ICONE29, Volume 7A: Thermal-Hydraulics and Safety Analysis, V07AT07A007, August 8–12, 2022

Paper No: ICONE29-89045

DOI: https://doi.org/10.1115/ICONE29-89045

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Topics: Algorithms, Artificial intelligence, Bubbles, Computers

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

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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

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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

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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

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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

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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

Multiplication Factor Prediction Feasibility Study for the BEAVRS Core Based on the LSTM Algorithm

Ren Chang-an, Lei Ji-chong, Yang Xiao-hua

Proc. ASME. ICONE29, Volume 1: Nuclear Plant Operation and Maintenance, Engineering and Modification, Operation Life Extension (OLE), and Life Cycle, V001T01A011, August 8–12, 2022

Paper No: ICONE29-90164

DOI: https://doi.org/10.1115/ICONE29-90164

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Topics: Algorithms, Cycles, Engineering simulation, Errors, Machine learning, Simulation

Proceedings Papers

Research on Precision Water Reactor Fuel Servo Operation System

Li Ping, Peiqiang Deng, Wei Qian, Kaiyu Yang, Jiansong Zhai, Shuiyang Huang

Proc. ASME. ICONE29, Volume 1: Nuclear Plant Operation and Maintenance, Engineering and Modification, Operation Life Extension (OLE), and Life Cycle, V001T01A041, August 8–12, 2022

Paper No: ICONE29-92493

DOI: https://doi.org/10.1115/ICONE29-92493

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Topics: Nuclear fuels, Nuclear power stations, Servomechanisms, Water, Engines, Motors, Permanent magnets, Algorithms, Control algorithms, Control theory

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

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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

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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

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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

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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

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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

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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

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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

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Topics: Control systems, Nuclear power, Probabilistic safety assessment, Simulation, Algorithms, Failure, Failure mechanisms, Probability, Reliability, Deformation

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

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Topics: Accidents, Algorithms, Artificial neural networks, China, Coolants, Design, Flow (Dynamics), Machine learning, Nuclear power stations, Nuclear reactors

NARROW

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

Comparative Machine Learning Study for Estimating Peak Cladding Temperature in AP1000 Under LOFW

Prediction of Critical Heat Flux Based on Random Forest Algorithm

Bubble Boundary Detection Algorithm Without Model Training

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

A Location Algorithm for Orphan Radioactive Source

Determination of Control Rod Position by Global Optimization Methods

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

Fault Diagnosis Based on KPCA and RUSboost for Nuclear Power Plants

Multiplication Factor Prediction Feasibility Study for the BEAVRS Core Based on the LSTM Algorithm

Research on Precision Water Reactor Fuel Servo Operation System

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

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

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

Applying Machine Learning to Improve BOA Analysis of CIPS/CILC

UTSG Water Level Prediction Model Based on LSTM and GRU Algorithms

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

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

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

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

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