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Proceedings Papers

Application of Neural Network Friction Component Model in Automotive Drivetrain Simulations

M. Cao, K. W. Wang, Y. Fujii, W. E. Tobler
Proc. ASME. IMECE2001, Advanced Vehicle Technologies, 13-25, November 11–16, 2001
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2001/DE-23252
https://doi.org/10.1115/IMECE2001/DE-23252
View Paper titled, Application of Neural Network Friction Component Model in Automotive Drivetrain Simulations
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Topics: Artificial neural networks, Friction, Simulation
Proceedings Papers

Neural Network Based Automotive Clutch Model for Dynamic Engagement Analysis With Variable Time Steps

M. Cao, K. W. Wang, Y. Fujii, W. E. Tobler
Proc. ASME. IMECE2000, Advanced Vehicle Technologies, 141-153, November 5–10, 2000
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2000-1217
https://doi.org/10.1115/IMECE2000-1217
View Paper titled, Neural Network Based Automotive Clutch Model for Dynamic Engagement Analysis With Variable Time Steps
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Topics: Artificial neural networks, Algorithms, Design, Modeling, Physical laws, Testing, Torque, Vehicles
Proceedings Papers

Parallel-Modulated Neural Network Friction Component Model for Automotive Powertrain Systems

M. Cao, K. W. Wang, Y. Fujii, W. E. Tobler
Proc. ASME. IMECE2003, Dynamic Systems and Control, Volumes 1 and 2, 303-318, November 15–21, 2003
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2003-41533
https://doi.org/10.1115/IMECE2003-41533
View Paper titled, Parallel-Modulated Neural Network Friction Component Model for Automotive Powertrain Systems
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Topics: Artificial neural networks, Friction, Pressure, Torque, Control equipment, Design, Modeling, Neural network models, Simulation
Proceedings Papers

Automotive Hydraulic Valve Fluid Field Estimator Based on Non-Dimensional Artificial Neural Network (NDANN)

M. Cao, K. W. Wang, L. DeVries, Y. Fujii, W. E. Tobler, G. M. Pietron, T. Tibbles, J. McCallum
Proc. ASME. IMECE2003, Design Engineering, Volumes 1 and 2, 65-80, November 15–21, 2003
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2003-42523
https://doi.org/10.1115/IMECE2003-42523
View Paper titled, Automotive Hydraulic Valve Fluid Field Estimator Based on Non-Dimensional Artificial Neural Network (NDANN)
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Topics: Artificial neural networks, Fluids, Valves, Flow (Dynamics), Geometry, Computational fluid dynamics, Design, Control systems, Hydraulic control, Neural network models
Proceedings Papers

On Testing and Modeling Automotive Spool-Type Hydraulic Valve With Circular Flow Ports

M. Cao, K. W. Wang, L. DeVries, Y. Fujii, W. E. Tobler, G. M. Pietron
Proc. ASME. IMECE2004, Dynamic Systems and Control, Parts A and B, 147-161, November 13–19, 2004
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2004-59206
https://doi.org/10.1115/IMECE2004-59206
View Paper titled, On Testing and Modeling Automotive Spool-Type Hydraulic Valve With Circular Flow Ports
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Topics: Flow (Dynamics), Gates (Closures), Modeling, Testing, Valves, Fluids, Discharge coefficient, Design, Geometry, Lumped parameter models
Proceedings Papers

Automatic Transmission Shift Calibration Based on Parallel-Modulated Neural Network (PMNN) Friction Component Model

M. Cao, K. W. Wang, Y. Fujii, W. E. Tobler
Proc. ASME. IMECE2004, Design Engineering, 681-699, November 13–19, 2004
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2004-59205
https://doi.org/10.1115/IMECE2004-59205
View Paper titled, Automatic Transmission Shift Calibration Based on Parallel-Modulated Neural Network (PMNN) Friction Component Model
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Topics: Artificial neural networks, Calibration, Friction, Pressure, Torque, Control equipment, Design, Dynamics (Mechanics), Modeling, Optimization
Journal Articles

Experimental Characterization and Gray-Box Modeling of Spool-Type Automotive Variable-Force-Solenoid Valves With Circular Flow Ports and Notches

M. Cao, K. W. Wang, L. DeVries, Y. Fujii, W. E. Tobler, G. M. Pietron
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Technical Papers
J. Dyn. Sys., Meas., Control. September 2006, 128(3): 636–654.
https://doi.org/10.1115/1.2232687
Published Online: September 3, 2005
View Article titled, Experimental Characterization and Gray-Box Modeling of Spool-Type Automotive Variable-Force-Solenoid Valves With Circular Flow Ports and Notches
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Journal Articles

Steady State Hydraulic Valve Fluid Field Estimator Based on Non-Dimensional Artificial Neural Network (NDANN)

M. Cao, K. W. Wang, L. DeVries, Y. Fujii ,, W. E. Tobler ,, G. M. Pietron ,, T. Tibbles ,, J. McCallum
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Papers
J. Comput. Inf. Sci. Eng. September 2004, 4(3): 257–270.
https://doi.org/10.1115/1.1765119
Published Online: September 7, 2004
View Article titled, Steady State Hydraulic Valve Fluid Field Estimator Based on Non-Dimensional Artificial Neural Network (NDANN)
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Topics: Artificial neural networks, Design, Flow (Dynamics), Fluids, Valves, Testing, Geometry
Journal Articles

Development of a Friction Component Model for Automotive Powertrain System Analysis and Shift Controller Design based on Parallel-Modulated Neural Networks

M. Cao, K. W. Wang, Y. Fujii, W. E. Tobler
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Technical Papers
J. Dyn. Sys., Meas., Control. September 2005, 127(3): 382–405.
https://doi.org/10.1115/1.1978909
Published Online: August 17, 2004
View Article titled, Development of a Friction Component Model for Automotive Powertrain System Analysis and Shift Controller Design based on Parallel-Modulated Neural Networks
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Topics: Artificial neural networks, Friction, Pressure, Torque, Design, Control equipment
Journal Articles

A Hybrid Neural Network Approach for the Development of Friction Component Dynamic Model

M. Cao, K. W. Wang, Y. Fujii, W. E. Tobler
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Technical Papers
J. Dyn. Sys., Meas., Control. March 2004, 126(1): 144–153.
https://doi.org/10.1115/1.1649980
Published Online: April 12, 2004
View Article titled, A Hybrid Neural Network Approach for the Development of Friction Component Dynamic Model
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Topics: Artificial neural networks, Friction, Temperature, Torque, Pressure
Journal Articles

Dynamic Modeling and Analysis of Automotive Multi-Port Electronic Fuel Delivery System

W. C. Yang, J. M. Glidewell, W. E. Tobler, G. K. Chui
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Research Papers
J. Dyn. Sys., Meas., Control. March 1991, 113(1): 143–151.
https://doi.org/10.1115/1.2896341
Published Online: March 1, 1991
View Article titled, Dynamic Modeling and Analysis of Automotive Multi-Port Electronic Fuel Delivery System
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Topics: Approximation, Distributed parameter models, Dynamic modeling, Dynamic models, Ejectors, Fuel delivery systems, Fuel pumps, Fuels, Lumped parameter models, Pressure
Journal Articles

Dissipative Modal Approximation of Fluid Transmission Lines Using Linear Friction Model

W. C. Yang, W. E. Tobler
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Research Papers
J. Dyn. Sys., Meas., Control. March 1991, 113(1): 152–162.
https://doi.org/10.1115/1.2896342
Published Online: March 1, 1991
View Article titled, Dissipative Modal Approximation of Fluid Transmission Lines Using Linear Friction Model
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Topics: Approximation, Fluids, Friction, Transmission lines, Modeling, Computers, Damping, Heat transfer, Transfer functions, Viscosity