Fast Physics-Informed Model Predictive Control Approximation for Lyapunov Stability
Rivera, Josue N, Ruan, Jianqi, Xu, XiaoLin, Yang, Shuting, Sun, Dengfeng, Jain, Neera
Year of Publication 21.10.2024
Year of Publication 21.10.2024
Get full text
Journal Article
A Training-Free Data-Driven Method for Input-Output Modeling of Complex Processes
Ruan, Jianqi, Nooning, Bob, Parkes, Ivan, Blejde, Wal, Chiu, George, Jain, Neera
Published in IFAC-PapersOnLine (2022)
Published in IFAC-PapersOnLine (2022)
Get full text
Journal Article
Offline Model-Free Reinforcement Learning with a Recurrent Augmented Dataset for Highly Transient Industrial Processes
Ruan, Jianqi, Inyang-Udohl, Uduak, Nooning, Bob, Parkes, Ivan, Blejde, Wal, Chiu, George, Jain, Neera
Published in 2023 IEEE 19th International Conference on Automation Science and Engineering (CASE) (26.08.2023)
Published in 2023 IEEE 19th International Conference on Automation Science and Engineering (CASE) (26.08.2023)
Get full text
Conference Proceeding
Applying a Deep Q-Network for Human Operator Behavioral Modeling and Decision Support in a Twin-Roll Casting Process
Ruan, Jianqi, Ponder, Michael, Parkes, Ivan, Blejde, Wal, Chiu, George, Jain, Neera
Published in 2022 American Control Conference (ACC) (08.06.2022)
Published in 2022 American Control Conference (ACC) (08.06.2022)
Get full text
Conference Proceeding
APPLICATION OF A LEARNING AGENT TO ACHIEVE AUTONOMOUS OPERATION OF A TWIN ROLL CASTING MACHINE
PARKES, Ivan, SUNDARAM, Neera Jain, CHIU, George T. C, BLEJDE, Walter N, RUAN, Jianqi
Year of Publication 31.07.2024
Get full text
Year of Publication 31.07.2024
Patent
APPLICATION OF A LEARNING AGENT TO ACHIEVE AUTONOMOUS OPERATION OF A TWIN ROLL CASTING MACHINE
PARKES, Ivan, SUNDARAM, Neera Jain, CHIU, George T. C, BLEJDE, Walter N, RUAN, Jianqi
Year of Publication 06.04.2023
Get full text
Year of Publication 06.04.2023
Patent
APPLICATION OF A LEARNING AGENT TO ACHIEVE AUTONOMOUS OPERATION OF A TWIN ROLL CASTING MACHINE
BLEJDE Walter N, CHIU George T. C, SUNDARAM Neera Jain, RUAN Jianqi, PARKES Ivan
Year of Publication 22.04.2024
Get full text
Year of Publication 22.04.2024
Patent