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Journal Articles

Design of Control Schedules for Interturbine Burner Turbofan Engine Considering Ignition and Flameout Characteristics

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Xingyun Jia, Dengji Zhou, Mingdong Cao, Jiarui Hao, Gangtuan Li, Shixi Ma, Hongchao Huang, Luyao Xu, Zhihan Mo, Xingyu Qiang
Journal: Journal of Engineering for Gas Turbines and Power
Publisher: ASME
Article Type: Research-Article
J. Eng. Gas Turbines Power. January 2023, 145(1): 011010.
Paper No: GTP-22-1144
https://doi.org/10.1115/1.4055902
Published Online: October 20, 2022
View Articletitled, Design of Control Schedules for Interturbine Burner Turbofan Engine Considering Ignition and Flameout Characteristics
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Topics: Design, Engines, Ignition
Journal Articles

Study on Intelligent Control of Gas Turbines for Extending Service Life Based on Reinforcement Learning

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Dengji Zhou, Xingyun Jia, Jiarui Hao, Duocai Wang, Dawen Huang, Tingting Wei
Journal: Journal of Engineering for Gas Turbines and Power
Publisher: ASME
Article Type: Research-Article
J. Eng. Gas Turbines Power. June 2021, 143(6): 061001.
Paper No: GTP-20-1087
https://doi.org/10.1115/1.4048796
Published Online: March 15, 2021
View Articletitled, Study on Intelligent Control of Gas Turbines for Extending Service Life Based on Reinforcement Learning
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Topics: Damage, Gas turbines, Service life (Equipment), Reinforcement learning, Stress, Turbines
Proceedings Papers

A Nitrogen Oxides Emission Prediction Model for Gas Turbines Based on Interpretable Multilayer Perceptron Neural Networks

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Dawen Huang, Shanhua Tang, Dengji Zhou
Proc. ASME. GT2020, Volume 9: Oil and Gas Applications; Organic Rankine Cycle Power Systems; Steam Turbine, V009T21A013, September 21–25, 2020
Publisher: American Society of Mechanical Engineers
Paper No: GT2020-15478
https://doi.org/10.1115/GT2020-15478
View Paper titled, A Nitrogen Oxides Emission Prediction Model for Gas Turbines Based on Interpretable Multilayer Perceptron Neural Networks
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Topics: Artificial neural networks, Emissions, Gas turbines, Multilayer perceptron, Nitrogen oxides
Journal Articles

Reliability Assessment Based on Multisource Information Fusion Method for High Pressure Natural Gas Compressors

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Dengji Zhou, Tingting Wei, Dawen Huang, Maozong Liang, Huisheng Zhang, Shilie Weng, Ping Jiang
Journal: Journal of Pressure Vessel Technology
Publisher: ASME
Article Type: Research-Article
J. Pressure Vessel Technol. June 2021, 143(3): 031702.
Paper No: PVT-19-1116
https://doi.org/10.1115/1.4048761
Published Online: November 18, 2020
View Articletitled, Reliability Assessment Based on Multisource Information Fusion Method for High Pressure Natural Gas Compressors
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Topics: Reliability, Compressors, High pressure (Physics)
Proceedings Papers

Telemetry Data Prediction of Launch Vehicle Attitude Control Engine Using LSTM

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Hang Yi, Guan Wang, Hui Geng, Hao Xu, Wei Wang, Dengji Zhou
Proc. ASME. IMECE2019, Volume 13: Safety Engineering, Risk, and Reliability Analysis, V013T13A013, November 11–14, 2019
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2019-11193
https://doi.org/10.1115/IMECE2019-11193
View Paper titled, Telemetry Data Prediction of Launch Vehicle Attitude Control Engine Using LSTM
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Topics: Engines, Rockets, Telemetry, Vehicles
Proceedings Papers

Distributed Training for Data Driven Models in Power Machinery Online Monitoring

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Hang Wu, Wei Wang, Dengji Zhou, Shixi Ma, Huisheng Zhang
Proc. ASME. IMECE2019, Volume 13: Safety Engineering, Risk, and Reliability Analysis, V013T13A014, November 11–14, 2019
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2019-11282
https://doi.org/10.1115/IMECE2019-11282
View Paper titled, Distributed Training for Data Driven Models in Power Machinery Online Monitoring
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Topics: Machinery, Stability, Artificial neural networks, Regulations, Computers, Gas turbines, Machine learning, Stress
Proceedings Papers

A Computer Vision Based Automated Polarity Testing System of Rocket Motor Nozzle

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Guan Wang, Hang Yi, Dengji Zhou
Proc. ASME. IMECE2019, Volume 13: Safety Engineering, Risk, and Reliability Analysis, V013T13A012, November 11–14, 2019
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2019-11130
https://doi.org/10.1115/IMECE2019-11130
View Paper titled, A Computer Vision Based Automated Polarity Testing System of Rocket Motor Nozzle
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Topics: Computers, Engines, Motors, Nozzles, Rockets, Testing
Proceedings Papers

Simulation Model Uncertainty Quantification and Model Calibration for Natural Gas Compressor Units

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Tingting Wei, Dengji Zhou, Qinbo Yao, Huisheng Zhang, Zhenhua Lu
Proc. ASME. IMECE2019, Volume 6: Energy, V006T06A057, November 11–14, 2019
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2019-11227
https://doi.org/10.1115/IMECE2019-11227
View Paper titled, Simulation Model Uncertainty Quantification and Model Calibration for Natural Gas Compressor Units
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Topics: Calibration, Compressors, Natural gas, Simulation models, Uncertainty quantification
Journal Articles

Study on Meta-Modeling Method for Performance Analysis of Digital Power Plant

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Dengji Zhou, Tingting Wei, Shixi Ma, Huisheng Zhang, Di Huang, Ping Jiang, Zhenhua Lu
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. April 2020, 142(4): 042005.
Paper No: JERT-19-1245
https://doi.org/10.1115/1.4044765
Published Online: September 25, 2019
View Articletitled, Study on Meta-Modeling Method for Performance Analysis of Digital Power Plant
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Topics: Modeling, Power stations, Algorithms
Journal Articles

Influence of Poisson White Noise on the Response Statistics of Nonlinear System and Its Applications to Bearing Fault Diagnosis

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Dawen Huang, Jianhua Yang, Dengji Zhou, Grzegorz Litak, Houguang Liu
Journal: Journal of Computational and Nonlinear Dynamics
Publisher: ASME
Article Type: Research-Article
J. Comput. Nonlinear Dynam. March 2019, 14(3): 031010.
Paper No: CND-18-1462
https://doi.org/10.1115/1.4042526
Published Online: January 30, 2019
View Articletitled, Influence of Poisson White Noise on the Response Statistics of Nonlinear System and Its Applications to Bearing Fault Diagnosis
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Topics: Bearings, Impulse (Physics), Noise (Sound), Signals, White noise, Nonlinear systems
Proceedings Papers

A Whole Operation Life Cycle Model of Gas Turbine Blades Under Multi-Physics Based on Variation of Blade Profile Parameters

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Dengji Zhou, Tingting Wei, Shixi Ma, Huisheng Zhang, Zhenhua Lu, Shilie Weng
Proc. ASME. IMECE2018, Volume 13: Design, Reliability, Safety, and Risk, V013T05A052, November 9–15, 2018
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2018-87040
https://doi.org/10.1115/IMECE2018-87040
View Paper titled, A Whole Operation Life Cycle Model of Gas Turbine Blades Under Multi-Physics Based on Variation of Blade Profile Parameters
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Topics: Blades, Cycles, Gas turbines, Physics, Stress, Aerodynamics, Clearances (Engineering), Computer simulation, Corrosion, Damage
Proceedings Papers

Metamodeling-Based Performance Analysis for Digital Power Plant

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Dengji Zhou, Tingting Wei, Shixi Ma, Huisheng Zhang, Di Huang, Zhenhua Lu
Proc. ASME. POWER2018, Volume 2: Heat Exchanger Technologies; Plant Performance; Thermal Hydraulics and Computational Fluid Dynamics; Water Management for Power Systems; Student Competition, V002T09A009, June 24–28, 2018
Publisher: American Society of Mechanical Engineers
Paper No: POWER2018-7385
https://doi.org/10.1115/POWER2018-7385
View Paper titled, Metamodeling-Based Performance Analysis for Digital Power Plant
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Topics: Power stations, Modeling, Simulation, Algorithms, Cycles, Dimensions, Economics , Expert systems, Failure, Model development
Journal Articles

Modeling and Operational Optimization Based on Energy Hubs for Complex Energy Networks With Distributed Energy Resources

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Shixi Ma, Dengji Zhou, Huisheng Zhang, Shilie Weng, Tiemin Shao
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research-Article
J. Energy Resour. Technol. February 2019, 141(2): 022002.
Paper No: JERT-18-1113
https://doi.org/10.1115/1.4041287
Published Online: September 26, 2018
View Articletitled, Modeling and Operational Optimization Based on Energy Hubs for Complex Energy Networks With Distributed Energy Resources
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Topics: Distributed power generation, Optimization, Stress, Heating, Optimization algorithms, Heat, Modeling
Journal Articles

Research on Control Strategy of Integrated Gasification Humid Air Turbine Cycle

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Tingting Wei, Dengji Zhou, Di Huang, Shixi Ma, Wang Xiao, Huisheng Zhang
Journal: Journal of Engineering for Gas Turbines and Power
Publisher: ASME
Article Type: Research-Article
J. Eng. Gas Turbines Power. November 2018, 140(11): 111701.
Paper No: GTP-18-1063
https://doi.org/10.1115/1.4040181
Published Online: July 9, 2018
View Articletitled, Research on Control Strategy of Integrated Gasification Humid Air Turbine Cycle
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Topics: Control systems, Cycles, Fuel gasification, Fuels, Turbines, Stress, Gas turbines, Pressure, Power stations, Simulation
Proceedings Papers

Research on Control Strategy of Integrated Gasification Humid Air Turbine Cycle

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Tingting Wei, Dengji Zhou, Di Huang, Shixi Ma, Huisheng Zhang, Zhenhua Lu
Proc. ASME. IMECE2017, Volume 6: Energy, V006T08A058, November 3–9, 2017
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2017-71366
https://doi.org/10.1115/IMECE2017-71366
View Paper titled, Research on Control Strategy of Integrated Gasification Humid Air Turbine Cycle
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Topics: Cycles, Fuel gasification, Turbines, Control systems, Design, Design methodology, Gas turbines, Emissions, Energy / power systems, Fuels
Proceedings Papers

Reliability Assessment in Motor-Driven Compressor Units Based on D-S Evidence Theory

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Dengji Zhou, Tingting Wei, Maozong Liang, Huisheng Zhang, Shilie Weng
Proc. ASME. IMECE2017, Volume 14: Emerging Technologies; Materials: Genetics to Structures; Safety Engineering and Risk Analysis, V014T14A003, November 3–9, 2017
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2017-71309
https://doi.org/10.1115/IMECE2017-71309
View Paper titled, Reliability Assessment in Motor-Driven Compressor Units Based on D-S Evidence Theory
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Topics: Compressors, Engines, Motors, Reliability, Design, Maintenance, Construction, Simulation
Journal Articles

An Information Fusion Model Based on Dempster–Shafer Evidence Theory for Equipment Diagnosis

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Dengji Zhou, Tingting Wei, Huisheng Zhang, Shixi Ma, Fang Wei
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. June 2018, 4(2): 021005.
Paper No: RISK-17-1026
https://doi.org/10.1115/1.4037328
Published Online: October 4, 2017
View Articletitled, An Information Fusion Model Based on Dempster–Shafer Evidence Theory for Equipment Diagnosis
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Topics: Algorithms, Design, Fault diagnosis, Probability, Sensors, Simulation models, Uncertainty, Compressors, Temperature
Proceedings Papers

Design Parameters Prediction of New Type Gas Turbine Based on a Hybrid GRA-SVM Prediction Model

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Tingting Wei, Dengji Zhou, Jinwei Chen, Yaoxin Cui, Huisheng Zhang
Proc. ASME. GT2017, Volume 3: Coal, Biomass and Alternative Fuels; Cycle Innovations; Electric Power; Industrial and Cogeneration Applications; Organic Rankine Cycle Power Systems, V003T06A014, June 26–30, 2017
Publisher: American Society of Mechanical Engineers
Paper No: GT2017-63905
https://doi.org/10.1115/GT2017-63905
View Paper titled, Design Parameters Prediction of New Type Gas Turbine Based on a Hybrid GRA-SVM Prediction Model
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Topics: Design, Gas turbines, Support vector machines, Technology development, Safety
Proceedings Papers

Modeling and Optimal Operation of a Network of Energy Hubs System With Distributed Energy Resources

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Shixi Ma, Dengji Zhou, Huisheng Zhang, Zhenhua Lu
Proc. ASME. GT2017, Volume 3: Coal, Biomass and Alternative Fuels; Cycle Innovations; Electric Power; Industrial and Cogeneration Applications; Organic Rankine Cycle Power Systems, V003T23A005, June 26–30, 2017
Publisher: American Society of Mechanical Engineers
Paper No: GT2017-63854
https://doi.org/10.1115/GT2017-63854
View Paper titled, Modeling and Optimal Operation of a Network of Energy Hubs System With Distributed Energy Resources
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Topics: Distributed power generation, Modeling, Cogeneration plants, Combustion, Decision making, Engines, Failure, Flow (Dynamics), Optimization, Renewable energy sources
Journal Articles

A Damage Evaluation Model of Turbine Blade for Gas Turbine

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Dengji Zhou, Tingting Wei, Huisheng Zhang, Shixi Ma, Shilie Weng
Journal: Journal of Engineering for Gas Turbines and Power
Publisher: ASME
Article Type: Research-Article
J. Eng. Gas Turbines Power. September 2017, 139(9): 092602.
Paper No: GTP-16-1565
https://doi.org/10.1115/1.4036060
Published Online: April 11, 2017
View Articletitled, A Damage Evaluation Model of Turbine Blade for Gas Turbine
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Topics: Blades, Damage, Gas turbines, Stress