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Dawen Huang
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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)
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