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Journal Articles

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

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
Article Type: Research-Article
J. Eng. Gas Turbines Power. January 2023, 145(1): 011010.
Paper No: GTP-22-1144
DOI: https://doi.org/10.1115/1.4055902
Published Online: October 20, 2022
View Article titled, 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

Dengji Zhou, Xingyun Jia, Jiarui Hao, Duocai Wang, Dawen Huang, Tingting Wei
Journal: Journal of Engineering for Gas Turbines and Power
Article Type: Research-Article
J. Eng. Gas Turbines Power. June 2021, 143(6): 061001.
Paper No: GTP-20-1087
DOI: https://doi.org/10.1115/1.4048796
Published Online: March 15, 2021
View Article titled, 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

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
Paper No: GT2020-15478
DOI: 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

Dengji Zhou, Tingting Wei, Dawen Huang, Maozong Liang, Huisheng Zhang, Shilie Weng, Ping Jiang
Journal: Journal of Pressure Vessel Technology
Article Type: Research-Article
J. Pressure Vessel Technol. June 2021, 143(3): 031702.
Paper No: PVT-19-1116
DOI: https://doi.org/10.1115/1.4048761
Published Online: November 18, 2020
View Article titled, 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

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

Guan Wang, Hang Yi, Dengji Zhou
Proc. ASME. IMECE2019, Volume 13: Safety Engineering, Risk, and Reliability Analysis, V013T13A012, November 11–14, 2019
Paper No: IMECE2019-11130
DOI: 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

Telemetry Data Prediction of Launch Vehicle Attitude Control Engine Using LSTM

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
Paper No: IMECE2019-11193
DOI: 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

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
Paper No: IMECE2019-11282
DOI: 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

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

Tingting Wei, Dengji Zhou, Qinbo Yao, Huisheng Zhang, Zhenhua Lu
Proc. ASME. IMECE2019, Volume 6: Energy, V006T06A057, November 11–14, 2019
Paper No: IMECE2019-11227
DOI: 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

Dengji Zhou, Tingting Wei, Shixi Ma, Huisheng Zhang, Di Huang, Ping Jiang, Zhenhua Lu
Journal: Journal of Energy Resources Technology
Article Type: Research Papers
J. Energy Resour. Technol. April 2020, 142(4): 042005.
Paper No: JERT-19-1245
DOI: https://doi.org/10.1115/1.4044765
Published Online: September 25, 2019
View Article titled, 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

Dawen Huang, Jianhua Yang, Dengji Zhou, Grzegorz Litak, Houguang Liu
Journal: Journal of Computational and Nonlinear Dynamics
Article Type: Research-Article
J. Comput. Nonlinear Dynam. March 2019, 14(3): 031010.
Paper No: CND-18-1462
DOI: https://doi.org/10.1115/1.4042526
Published Online: January 30, 2019
View Article titled, 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

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
Paper No: IMECE2018-87040
DOI: 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

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
Paper No: POWER2018-7385
DOI: 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

Shixi Ma, Dengji Zhou, Huisheng Zhang, Shilie Weng, Tiemin Shao
Journal: Journal of Energy Resources Technology
Article Type: Research-Article
J. Energy Resour. Technol. February 2019, 141(2): 022002.
Paper No: JERT-18-1113
DOI: https://doi.org/10.1115/1.4041287
Published Online: September 26, 2018
View Article titled, 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

Tingting Wei, Dengji Zhou, Di Huang, Shixi Ma, Wang Xiao, Huisheng Zhang
Journal: Journal of Engineering for Gas Turbines and Power
Article Type: Research-Article
J. Eng. Gas Turbines Power. November 2018, 140(11): 111701.
Paper No: GTP-18-1063
DOI: https://doi.org/10.1115/1.4040181
Published Online: July 9, 2018
View Article titled, 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

Tingting Wei, Dengji Zhou, Di Huang, Shixi Ma, Huisheng Zhang, Zhenhua Lu
Proc. ASME. IMECE2017, Volume 6: Energy, V006T08A058, November 3–9, 2017
Paper No: IMECE2017-71366
DOI: 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

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
Paper No: IMECE2017-71309
DOI: 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

Dengji Zhou, Tingting Wei, Huisheng Zhang, Shixi Ma, Fang Wei
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. June 2018, 4(2): 021005.
Paper No: RISK-17-1026
DOI: https://doi.org/10.1115/1.4037328
Published Online: October 4, 2017
View Article titled, 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

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
Paper No: GT2017-63905
DOI: 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

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
Paper No: GT2017-63854
DOI: 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

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