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Journal Articles

Learning-Based Predictive Linear Parameter-Varying Control of Atmospheric Pressure Plasma Jets

Pegah GhafGhanbari, Javad Mohammadpour Velni
Journal: ASME Letters in Dynamic Systems and Control
Publisher: ASME
Article Type: Research Papers
Letters Dyn. Sys. Control. January 2025, 5(1): 011007.
Paper No: ALDSC-24-1030
https://doi.org/10.1115/1.4066723
Published Online: October 16, 2024
...-varying systems model predictive control neural networks statistical learning Proof Let k = 0 , x ^ 0 | x 0 = x 0 . Since | g ι ( x 0 , u 0 ) − μ ^ ι ( x 0 , u 0 ) | ≤ β ι σ ^ ι ( x 0 , u 0...
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Topics: Artificial neural networks, Atmospheric pressure, Plasma jets, Predictive control, Simulation, Optimization, Uncertainty, Simulation results, System dynamics, Robustness
Journal Articles

Tire-Road Friction Coefficient Estimation Based on Fusion of Model- and Data-Based Methods

Jian Tang, Hussein Dourra, Guoming Zhu
Journal: ASME Letters in Dynamic Systems and Control
Publisher: ASME
Article Type: Research Papers
Letters Dyn. Sys. Control. January 2023, 3(1): 011006.
Paper No: ALDSC-22-1043
https://doi.org/10.1115/1.4062283
Published Online: April 27, 2023
...: zhug@egr.msu.edu 19 12 2022 18 03 2023 24 03 2023 27 04 2023 tire-road friction coefficient slip ratio derivative statistical circles surrogate model dual-path estimation structure automotive systems statistical learning vehicle dynamics and control Vehicle...
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Topics: Friction, Roads, Tires, Vehicles, Signals, Simulation, Algorithms, Kalman filters, Wheels, Sensors
Journal Articles

Automated Flow Pattern Recognition for Liquid–Liquid Flow in Horizontal Pipes Using Machine-Learning Algorithms and Weighted Majority Voting

Md Ferdous Wahid, Reza Tafreshi, Zurwa Khan, Albertus Retnanto
Journal: ASME Letters in Dynamic Systems and Control
Publisher: ASME
Article Type: Research Papers
Letters Dyn. Sys. Control. January 2023, 3(1): 011003.
Paper No: ALDSC-22-1030
https://doi.org/10.1115/1.4056903
Published Online: February 28, 2023
... learning weighted majority voting identification intelligent systems pattern recognition and classification statistical learning Qatar National Research Fund 10.13039/100008982 NPRP 12S-0123-190010 The sensitivity of a predictor variable to the final wMV model was computed...
View Article titled, Automated Flow Pattern Recognition for Liquid–Liquid Flow in Horizontal Pipes Using Machine-Learning Algorithms and Weighted Majority Voting
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Topics: Algorithms, Flow (Dynamics), Machine learning, Pipes, Water, Fluids