Johan U. Backström

20 papers A* 1C 6Journal 13
YearRankTypeTitle / Venue / Authors
2022 J jnl
Meta Reinforcement Learning for Adaptive Control: An Offline Approach.
CoRR
Daniel G. McClement, Nathan P. Lawrence, Johan U. Backström, Philip D. Loewen, Michael G. Forbes, R. Bhushan Gopaluni
2022 J jnl
Meta-Reinforcement Learning for Adaptive Control of Second Order Systems.
CoRR
Daniel G. McClement, Nathan P. Lawrence, Michael G. Forbes, Philip D. Loewen, Johan U. Backström, R. Bhushan Gopaluni
2021 J jnl
A Meta-Reinforcement Learning Approach to Process Control.
CoRR
Daniel G. McClement, Nathan P. Lawrence, Philip D. Loewen, Michael G. Forbes, Johan U. Backström, R. Bhushan Gopaluni
2021 J jnl
Almost Surely Stable Deep Dynamics.
CoRR
Nathan P. Lawrence, Philip D. Loewen, Michael G. Forbes, Johan U. Backström, R. Bhushan Gopaluni
2021 J jnl
Deep Reinforcement Learning with Shallow Controllers: An Experimental Application to PID Tuning.
CoRR
Nathan P. Lawrence, Michael G. Forbes, Philip D. Loewen, Daniel G. McClement, Johan U. Backström, R. Bhushan Gopaluni
2020 A* conf
Almost Surely Stable Deep Dynamics.
NeurIPS
Nathan P. Lawrence, Philip D. Loewen, Michael G. Forbes, Johan U. Backström, R. Bhushan Gopaluni
2020 J jnl
Optimal PID and Antiwindup Control Design as a Reinforcement Learning Problem.
CoRR
Nathan P. Lawrence, Gregory E. Stewart, Philip D. Loewen, Michael G. Forbes, Johan U. Backström, R. Bhushan Gopaluni
2020 J jnl
Reinforcement Learning based Design of Linear Fixed Structure Controllers.
CoRR
Nathan P. Lawrence, Gregory E. Stewart, Philip D. Loewen, Michael G. Forbes, Johan U. Backström, R. Bhushan Gopaluni
2020 J jnl
Support vector machine approach for model-plant mismatch detection.
Comput. Chem. Eng.
Qiugang Lu, Michael G. Forbes, Philip D. Loewen, Johan U. Backström, Guy Albert Dumont, R. Bhushan Gopaluni
2019 J jnl
Identification of symmetric noncausal processes.
Autom.
Qiugang Lu, Philip D. Loewen, R. Bhushan Gopaluni, Michael G. Forbes, Johan U. Backström, Guy Albert Dumont, Michael S. Davies
2018 J jnl
Robust Tuning of Cross-Directional Model Predictive Controllers for Paper-Making Processes.
IEEE Trans. Control. Syst. Technol.
Ning He, Xiaotao Liu, Michael G. Forbes, Johan U. Backström, Tongwen Chen
2017 C conf
Noncausal modeling and closed-loop optimal input design for cross-directional processes of paper machines.
ACC
Qiugang Lu, Lee D. Rippon, R. Bhushan Gopaluni, Michael G. Forbes, Philip D. Loewen, Johan U. Backström, Guy Albert Dumont
2017 J jnl
Performance Assessment of Cross-Directional Control for Paper Machines.
IEEE Trans. Control. Syst. Technol.
Qiugang Lu, Michael G. Forbes, R. Bhushan Gopaluni, Philip D. Loewen, Johan U. Backström, Guy Albert Dumont
2015 C conf
Cross-directional controller performance monitoring for paper machines.
ACC
Qiugang Lu, Lee D. Rippon, R. Bhushan Gopaluni, Michael G. Forbes, Philip D. Loewen, Johan U. Backström, Guy Albert Dumont
2015 C conf
Detecting model-plant mismatch without external excitation.
ACC
Mahdi Yousefi, Qiugang Lu, R. Bhushan Gopaluni, Philip D. Loewen, Michael G. Forbes, Guy Albert Dumont, Johan U. Backström
2014 C conf
Sensitivity of MIMO controller performance to model-plant mismatch, with applications to paper machine control.
CCA
Mahdi Yousefi, Michael G. Forbes, R. Bhushan Gopaluni, Philip D. Loewen, Guy Albert Dumont, Johan U. Backström
2014 C conf
Sensitivity of controller performance indices to model-plant mismatch: An application to paper machine control.
ACC
Mahdi Yousefi, Michael G. Forbes, R. Bhushan Gopaluni, Guy Albert Dumont, Johan U. Backström, Ashish Malhotra
2012 C conf
An efficient quadratic programming implementation for cross directional control of large papermaking processes.
ACC
Jiadong Wang, Ghulam Mustafa, Tongwen Chen, Danlei Chu, Johan U. Backström
2005 J jnl
Approximate steady-state performance prediction of large-scale constrained model predictive control systems.
IEEE Trans. Control. Syst. Technol.
Junqiang Fan, Gregory E. Stewart, Guy Albert Dumont, Johan U. Backström, Pengling He
2003 J jnl
Dual adaptive control of paper coating.
IEEE Trans. Control. Syst. Technol.
Ahmed Ismail, Guy Albert Dumont, Johan U. Backström