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Journal Articles

Study on Model Evolution Method Based on the Hybrid Modeling Technology With Support Vector Machine for an SOFC-GT System

Jinwei Chen, Shengnan Sun, Yao Chen, Huisheng Zhang, Zhenhua Lu
Journal: Journal of Electrochemical Energy Conversion and Storage
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. February 2023, 20(1): 011015.
Paper No: JEECS-22-1020
DOI: https://doi.org/10.1115/1.4054847
Published Online: July 12, 2022
View Article titled, Study on Model Evolution Method Based on the Hybrid Modeling Technology With Support Vector Machine for an SOFC-GT System
Click here to open pdf in another window PDF for Study on Model Evolution Method Based on the Hybrid Modeling Technology With Support Vector Machine for an SOFC-GT System
Topics: Solid oxide fuel cells, Support vector machines, Design, Modeling, Errors, Current density, Fuels
Journal Articles

A Compressor Off-Line Washing Schedule Optimization Method With a LSTM Deep Learning Model Predicting the Fouling Trend

Jinwei Chen, Xinyu Tang, Jinzhi Lu, Huisheng Zhang
Journal: Journal of Engineering for Gas Turbines and Power
Article Type: Research-Article
J. Eng. Gas Turbines Power. August 2022, 144(8): 081005.
Paper No: GTP-22-1152
DOI: https://doi.org/10.1115/1.4054748
Published Online: June 16, 2022
View Article titled, A Compressor Off-Line Washing Schedule Optimization Method With a LSTM Deep Learning Model Predicting the Fouling Trend
Click here to open pdf in another window PDF for A Compressor Off-Line Washing Schedule Optimization Method With a LSTM Deep Learning Model Predicting the Fouling Trend
Topics: Compressors, Gas turbines, Optimization, Power stations, Stress, Economics
Journal Articles

Bayesian Calibration of Performance Degradation in a Gas Turbine-Driven Compressor Unit for Prognosis Health Management

Tingting Wei, Anton van Beek, Jiarui Hao, Huisheng Zhang, Wei Chen
Journal: Journal of Engineering for Gas Turbines and Power
Article Type: Research-Article
J. Eng. Gas Turbines Power. May 2022, 144(5): 051014.
Paper No: GTP-21-1583
DOI: https://doi.org/10.1115/1.4053564
Published Online: February 21, 2022
View Article titled, Bayesian Calibration of Performance Degradation in a Gas Turbine-Driven Compressor Unit for Prognosis Health Management
Click here to open pdf in another window PDF for Bayesian Calibration of Performance Degradation in a Gas Turbine-Driven Compressor Unit for Prognosis Health Management
Topics: Calibration, Compressors
Proceedings Papers

Study on the Operation Strategy Based on Multi-Objective Optimization Considering Power and Emission Performance for a Gas Turbine

Bei Li, Jinwei Chen, Huisheng Zhang
Proc. ASME. IMECE2021, Volume 8A: Energy, V08AT08A019, November 1–5, 2021
Paper No: IMECE2021-69878
DOI: https://doi.org/10.1115/IMECE2021-69878
View Paper titled, Study on the Operation Strategy Based on Multi-Objective Optimization Considering Power and Emission Performance for a Gas Turbine
Click here to open pdf in another window PDF for Study on the Operation Strategy Based on Multi-Objective Optimization Considering Power and Emission Performance for a Gas Turbine
Topics: Emissions, Gas turbines, Pareto optimization
Proceedings Papers

Influence of Blade Profile Change on Gas Path Performance and Their Ontology-Based Fault Knowledge Expression

Yuanfu Li, Yueyun Xi, Jinwei Chen, Huisheng Zhang
Proc. ASME. GT2021, Volume 4: Controls, Diagnostics, and Instrumentation; Cycle Innovations; Cycle Innovations: Energy Storage; Education; Electric Power, V004T06A009, June 7–11, 2021
Paper No: GT2021-59282
DOI: https://doi.org/10.1115/GT2021-59282
View Paper titled, Influence of Blade Profile Change on Gas Path Performance and Their Ontology-Based Fault Knowledge Expression
Click here to open pdf in another window PDF for Influence of Blade Profile Change on Gas Path Performance and Their Ontology-Based Fault Knowledge Expression
Topics: Blades, Computer simulation, Gas turbines, Ontologies
Proceedings Papers

Study on Model-Based Systems Engineering Method for Modeling of Thermal Power System

Jinwei Chen, Yuanfu Li, Zhenchao Hu, Huisheng Zhang
Proc. ASME. IMECE2020, Volume 8: Energy, V008T08A010, November 16–19, 2020
Paper No: IMECE2020-23867
DOI: https://doi.org/10.1115/IMECE2020-23867
View Paper titled, Study on Model-Based Systems Engineering Method for Modeling of Thermal Power System
Click here to open pdf in another window PDF for Study on Model-Based Systems Engineering Method for Modeling of Thermal Power System
Topics: Modeling, Systems engineering, Thermal energy, Design, Simulation models, Algorithms, Electronics, Engineering design processes, Flow (Dynamics), Gas turbines
Proceedings Papers

A Novel SOFC Thermal Management Strategy of SOFC-GT Hybrid System With Anode and Cathode Control Loops

Jinwei Chen, Yuanfu Li, Huisheng Zhang, Zhenhua Lu
Proc. ASME. GT2020, Volume 5: Controls, Diagnostics, and Instrumentation; Cycle Innovations; Cycle Innovations: Energy Storage, V005T06A033, September 21–25, 2020
Paper No: GT2020-15950
DOI: https://doi.org/10.1115/GT2020-15950
View Paper titled, A Novel SOFC Thermal Management Strategy of SOFC-GT Hybrid System With Anode and Cathode Control Loops
Click here to open pdf in another window PDF for A Novel SOFC Thermal Management Strategy of SOFC-GT Hybrid System With Anode and Cathode Control Loops
Topics: Anodes, Solid oxide fuel cells, Thermal management, Temperature, Temperature control, Electrolytes, Ceramics, Design, Electrodes, Flow (Dynamics)
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
Click here to open pdf in another window PDF for Reliability Assessment Based on Multisource Information Fusion Method for High Pressure Natural Gas Compressors
Topics: Reliability, Compressors, High pressure (Physics)
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
Click here to open pdf in another window PDF for Distributed Training for Data Driven Models in Power Machinery Online Monitoring
Topics: Machinery, Stability, Artificial neural networks, Regulations, Computers, Gas turbines, Machine learning, Stress
Proceedings Papers

Study on Model Evolution Method Based on the Hybrid Modeling Technology With Support Vector Machine for a SOFC-GT System

Jinwei Chen, Shengnan Sun, Yao Chen, Huisheng Zhang, Zhenhua Lu
Proc. ASME. IMECE2019, Volume 6: Energy, V006T06A066, November 11–14, 2019
Paper No: IMECE2019-11946
DOI: https://doi.org/10.1115/IMECE2019-11946
View Paper titled, Study on Model Evolution Method Based on the Hybrid Modeling Technology With Support Vector Machine for a SOFC-GT System
Click here to open pdf in another window PDF for Study on Model Evolution Method Based on the Hybrid Modeling Technology With Support Vector Machine for a SOFC-GT System
Topics: Modeling, Solid oxide fuel cells, Support vector machines, Cycles, Design, Errors, Algorithms, Gas turbines, Heat, Machinery
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
Click here to open pdf in another window PDF for Simulation Model Uncertainty Quantification and Model Calibration for Natural Gas Compressor Units
Topics: Calibration, Compressors, Natural gas, Simulation models, Uncertainty quantification
Proceedings Papers

Study on the Effect and Fuzzy Compensation of Nonlinear Characteristics on SOFC-GT Fuel Supply System

Jinwei Chen, Shengnan Sun, Jingxuan Li, Huisheng Zhang
Proc. ASME. GT2019, Volume 3: Coal, Biomass, Hydrogen, and Alternative Fuels; Cycle Innovations; Electric Power; Industrial and Cogeneration; Organic Rankine Cycle Power Systems, V003T06A029, June 17–21, 2019
Paper No: GT2019-91929
DOI: https://doi.org/10.1115/GT2019-91929
View Paper titled, Study on the Effect and Fuzzy Compensation of Nonlinear Characteristics on SOFC-GT Fuel Supply System
Click here to open pdf in another window PDF for Study on the Effect and Fuzzy Compensation of Nonlinear Characteristics on SOFC-GT Fuel Supply System
Topics: Fuels, Solid oxide fuel cells, Servomechanisms, Actuators, Flow (Dynamics), Simulation results, Valves, Computer software, Delays, Dynamic response
Proceedings Papers

Study on the Smart Diagnosis of Gas Turbine With Distributed Computing Technique

Hang Wu, Jinwei Chen, Huisheng Zhang
Proc. ASME. GT2019, Volume 3: Coal, Biomass, Hydrogen, and Alternative Fuels; Cycle Innovations; Electric Power; Industrial and Cogeneration; Organic Rankine Cycle Power Systems, V003T06A031, June 17–21, 2019
Paper No: GT2019-91950
DOI: https://doi.org/10.1115/GT2019-91950
View Paper titled, Study on the Smart Diagnosis of Gas Turbine With Distributed Computing Technique
Click here to open pdf in another window PDF for Study on the Smart Diagnosis of Gas Turbine With Distributed Computing Technique
Topics: Gas turbines, Artificial neural networks, Computers, Data mining, Delays, Machine learning, Maintenance, Modeling, Multilayer perceptron, Performance
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
Click here to open pdf in another window PDF for Study on Meta-Modeling Method for Performance Analysis of Digital Power Plant
Topics: Modeling, Power stations, Algorithms
Journal Articles

Performance Evaluation of an SOFC-GT Hybrid System With Ejectors for the Anode and Cathode Recirculations

Jinwei Chen, Kuanying Gao, Maozong Liang, Huisheng Zhang
Journal: Journal of Electrochemical Energy Conversion and Storage
Article Type: Research-Article
J. Electrochem. En. Conv. Stor. November 2019, 16(4): 041004.
Paper No: JEECS-18-1021
DOI: https://doi.org/10.1115/1.4042985
Published Online: March 25, 2019
View Article titled, Performance Evaluation of an SOFC-GT Hybrid System With Ejectors for the Anode and Cathode Recirculations
Click here to open pdf in another window PDF for Performance Evaluation of an SOFC-GT Hybrid System With Ejectors for the Anode and Cathode Recirculations
Topics: Anodes, Ejectors, Flow (Dynamics), Fluids, Fuels, Solid oxide fuel cells, Temperature, Pressure, Design
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
Click here to open pdf in another window PDF for A Whole Operation Life Cycle Model of Gas Turbine Blades Under Multi-Physics Based on Variation of Blade Profile Parameters
Topics: Blades, Cycles, Gas turbines, Physics, Stress, Aerodynamics, Clearances (Engineering), Computer simulation, Corrosion, Damage
Proceedings Papers

Effect of Nonlinear Characteristic of the Gas Turbine Engine Fuel System With Hardware-in-the-Loop

Jinwei Chen, Jingxuan Li, Shengnan Sun, Huisheng Zhang
Proc. ASME. IMECE2018, Volume 6A: Energy, V06AT08A059, November 9–15, 2018
Paper No: IMECE2018-86922
DOI: https://doi.org/10.1115/IMECE2018-86922
View Paper titled, Effect of Nonlinear Characteristic of the Gas Turbine Engine Fuel System With Hardware-in-the-Loop
Click here to open pdf in another window PDF for Effect of Nonlinear Characteristic of the Gas Turbine Engine Fuel System With Hardware-in-the-Loop
Topics: Fuel systems, Gas turbines, Hardware, Fuels, Servomechanisms, Actuators, Control systems, Simulation results, Combustion chambers, Computer software
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
Click here to open pdf in another window PDF for Metamodeling-Based Performance Analysis for Digital Power Plant
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
Click here to open pdf in another window PDF for Modeling and Operational Optimization Based on Energy Hubs for Complex Energy Networks With Distributed Energy Resources
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
Click here to open pdf in another window PDF for Research on Control Strategy of Integrated Gasification Humid Air Turbine Cycle
Topics: Control systems, Cycles, Fuel gasification, Fuels, Turbines, Stress, Gas turbines, Pressure, Power stations, Simulation