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Proceedings Papers

The Hybrid Pathway to Flexible Power Turbines: Part D, Automated Construction of Mesh Derived Thermal Network Models for Fast Full-Machine Thermal Analysis

Mark Baker, Budimir Rosic
Proc. ASME. GT2024, Volume 9: Manufacturing Materials and Metallurgy; Microturbines, Turbochargers, and Small Turbomachines; Oil & Gas Applications; Steam Turbine, V009T20A018, June 24–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: GT2024-128918
https://doi.org/10.1115/GT2024-128918
View Paper titled, The Hybrid Pathway to Flexible Power Turbines: Part D, Automated Construction of Mesh Derived Thermal Network Models for Fast Full-Machine Thermal Analysis
Open the PDF for The Hybrid Pathway to Flexible Power Turbines: Part D, Automated Construction of Mesh Derived Thermal Network Models for Fast Full-Machine Thermal Analysis in another window
Topics: Construction, Machinery, Network models, Thermal analysis, Turbines
Proceedings Papers

The Hybrid Pathway to Flexible Power Turbines: Part C, Enabling Live Thermal Boundary Prediction Using Real-Time Plant Measurements and LSTM Neural Networks

Mark Baker, Budimir Rosic
Proc. ASME. GT2024, Volume 9: Manufacturing Materials and Metallurgy; Microturbines, Turbochargers, and Small Turbomachines; Oil & Gas Applications; Steam Turbine, V009T20A016, June 24–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: GT2024-128908
https://doi.org/10.1115/GT2024-128908
View Paper titled, The Hybrid Pathway to Flexible Power Turbines: Part C, Enabling Live Thermal Boundary Prediction Using Real-Time Plant Measurements and LSTM Neural Networks
Open the PDF for The Hybrid Pathway to Flexible Power Turbines: Part C, Enabling Live Thermal Boundary Prediction Using Real-Time Plant Measurements and LSTM Neural Networks in another window
Topics: Artificial neural networks, Turbines
Journal Articles

The Hybrid Pathway to Flexible Power Turbines, Part II: Fast Data Transfer Methods Between Varying Fidelity Simulations, to Enable Efficient Conjugate Thermal Field Prediction

Mark Baker, Budimir Rosic
Journal: Journal of Engineering for Gas Turbines and Power
Publisher: ASME
Article Type: Research-Article
J. Eng. Gas Turbines Power. March 2024, 146(3): 031021.
Paper No: GTP-23-1392
https://doi.org/10.1115/1.4063588
Published Online: December 1, 2023
View Article titled, The Hybrid Pathway to Flexible Power Turbines, Part II: Fast Data Transfer Methods Between Varying Fidelity Simulations, to Enable Efficient Conjugate Thermal Field Prediction
Open the PDF for The Hybrid Pathway to Flexible Power Turbines, Part II: Fast Data Transfer Methods Between Varying Fidelity Simulations, to Enable Efficient Conjugate Thermal Field Prediction in another window
Topics: Geometry, Interpolation, Resolution (Optics), Simulation, Turbines, Flow (Dynamics), Stress, Density
Journal Articles

The Hybrid Pathway to Flexible Power Turbines, Part I: Novel Autoencoder Methods for the Automated Optimization of Thermal Probes and Fast Sparse Data Reconstruction, Enabling Real-Time Thermal Analysis

Mark Baker, Budimir Rosic
Journal: Journal of Engineering for Gas Turbines and Power
Publisher: ASME
Article Type: Research-Article
J. Eng. Gas Turbines Power. March 2024, 146(3): 031020.
Paper No: GTP-23-1391
https://doi.org/10.1115/1.4063581
Published Online: December 1, 2023
View Article titled, The Hybrid Pathway to Flexible Power Turbines, Part I: Novel Autoencoder Methods for the Automated Optimization of Thermal Probes and Fast Sparse Data Reconstruction, Enabling Real-Time Thermal Analysis
Open the PDF for The Hybrid Pathway to Flexible Power Turbines, Part I: Novel Autoencoder Methods for the Automated Optimization of Thermal Probes and Fast Sparse Data Reconstruction, Enabling Real-Time Thermal Analysis in another window
Topics: Artificial neural networks, Optimization, Probes, Temperature, Turbines, Transients (Dynamics), Simulation, Heat transfer
Proceedings Papers

The Hybrid Pathway to Flexible Power Turbines: Part A, Novel Autoencoder Methods for the Automated Optimization of Thermal Probes and Fast Sparse Data Reconstruction, Enabling Real-Time Thermal Analysis

Mark Baker, Budimir Rosic
Proc. ASME. GT2023, Volume 10: Steam Turbine, V010T20A010, June 26–30, 2023
Publisher: American Society of Mechanical Engineers
Paper No: GT2023-102171
https://doi.org/10.1115/GT2023-102171
View Paper titled, The Hybrid Pathway to Flexible Power Turbines: Part A, Novel Autoencoder Methods for the Automated Optimization of Thermal Probes and Fast Sparse Data Reconstruction, Enabling Real-Time Thermal Analysis
Open the PDF for The Hybrid Pathway to Flexible Power Turbines: Part A, Novel Autoencoder Methods for the Automated Optimization of Thermal Probes and Fast Sparse Data Reconstruction, Enabling Real-Time Thermal Analysis in another window
Topics: Artificial neural networks, Optimization, Probes, Thermal analysis, Turbines
Proceedings Papers

The Hybrid Pathway to Flexible Power Turbines: Part B, Fast Data Transfer Methods Between Varying Fidelity Simulations, to Enable Efficient Conjugate Thermal Field Prediction

Mark Baker, Budimir Rosic
Proc. ASME. GT2023, Volume 10: Steam Turbine, V010T20A019, June 26–30, 2023
Publisher: American Society of Mechanical Engineers
Paper No: GT2023-103537
https://doi.org/10.1115/GT2023-103537
View Paper titled, The Hybrid Pathway to Flexible Power Turbines: Part B, Fast Data Transfer Methods Between Varying Fidelity Simulations, to Enable Efficient Conjugate Thermal Field Prediction
Open the PDF for The Hybrid Pathway to Flexible Power Turbines: Part B, Fast Data Transfer Methods Between Varying Fidelity Simulations, to Enable Efficient Conjugate Thermal Field Prediction in another window
Topics: Simulation, Turbines
Journal Articles

Quantitative Elastohydrodynamic Film-Forming for an Oil/Refrigerant System

Scott Bair, Wassim Habchi, Mark Baker, David M. Pallister
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research-Article
J. Tribol. November 2017, 139(6): 061501.
Paper No: TRIB-16-1303
https://doi.org/10.1115/1.4036171
Published Online: June 7, 2017
View Article titled, Quantitative Elastohydrodynamic Film-Forming for an Oil/Refrigerant System
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Topics: Film thickness, Pressure, Refrigerants, Temperature, Viscosity
Journal Articles

Revisiting the Compressibility of Oil/Refrigerant Lubricants

Scott Bair, Mark Baker, David M. Pallister
Journal: Journal of Tribology
Publisher: ASME
Article Type: Technical Briefs
J. Tribol. March 2017, 139(2): 024501.
Paper No: TRIB-16-1060
https://doi.org/10.1115/1.4033335
Published Online: August 11, 2016
View Article titled, Revisiting the Compressibility of Oil/Refrigerant Lubricants
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Topics: Compressibility, Lubricants, Pressure, Refrigerants, Viscosity, Bellows (Equipment), Weight (Mass)
Proceedings Papers

Evaluating Fouled Ballast Using Seismic Surface Waves

Timothy D. Stark, Stephen T. Wilk, Hugh B. Thompson, II, Theodore R. Sussmann, Jr., Mark Baker, Carlton L. Ho
Proc. ASME. JRC2016, 2016 Joint Rail Conference, V001T01A002, April 12–15, 2016
Publisher: American Society of Mechanical Engineers
Paper No: JRC2016-5714
https://doi.org/10.1115/JRC2016-5714
View Paper titled, Evaluating Fouled Ballast Using Seismic Surface Waves
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Topics: Surface waves (Fluid), Railroads, Rails, Soil, Stress, Drainage, Emission spectroscopy, Maintainability, Pavement, Shear waves
Proceedings Papers

Emergency Relief of Internal Pressures From Aboveground Storage Tanks

Mark Baker, George L. Morovich
Proc. ASME. PVP2011, Volume 1: Codes and Standards, 11-16, July 17–21, 2011
Publisher: American Society of Mechanical Engineers
Paper No: PVP2011-57897
https://doi.org/10.1115/PVP2011-57897
View Paper titled, Emergency Relief of Internal Pressures From Aboveground Storage Tanks
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Topics: Emergencies, Storage tanks, Pressure, Shells, Damage, Failure, Pipes, Safety