Johan U. Backström

According to our database, Johan U. Backström authored at least 19 papers between 2003 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Meta-Reinforcement Learning for Adaptive Control of Second Order Systems.

Daniel G. McClement, Nathan P. Lawrence, Michael G. Forbes, Philip D. Loewen, Johan U. Backström, R. Bhushan Gopaluni

CoRR, 2022

Meta Reinforcement Learning for Adaptive Control: An Offline Approach.

Daniel G. McClement, Nathan P. Lawrence, Johan U. Backström, Philip D. Loewen, Michael G. Forbes, R. Bhushan Gopaluni

CoRR, 2022

2021

Deep Reinforcement Learning with Shallow Controllers: An Experimental Application to PID Tuning.

Nathan P. Lawrence, Michael G. Forbes, Philip D. Loewen, Daniel G. McClement, Johan U. Backström, R. Bhushan Gopaluni

CoRR, 2021

A Meta-Reinforcement Learning Approach to Process Control.

Daniel G. McClement, Nathan P. Lawrence, Philip D. Loewen, Michael G. Forbes, Johan U. Backström, R. Bhushan Gopaluni

CoRR, 2021

2020

Optimal PID and Antiwindup Control Design as a Reinforcement Learning Problem.

Nathan P. Lawrence, Gregory E. Stewart, Philip D. Loewen, Michael G. Forbes, Johan U. Backström, R. Bhushan Gopaluni

CoRR, 2020

Reinforcement Learning based Design of Linear Fixed Structure Controllers.

Nathan P. Lawrence, Gregory E. Stewart, Philip D. Loewen, Michael G. Forbes, Johan U. Backström, R. Bhushan Gopaluni

CoRR, 2020

Support vector machine approach for model-plant mismatch detection.

Qiugang Lu, Michael G. Forbes, Philip D. Loewen, Johan U. Backström, Guy Albert Dumont, R. Bhushan Gopaluni

Comput. Chem. Eng., 2020

Almost Surely Stable Deep Dynamics.

Nathan P. Lawrence, Philip D. Loewen, Michael G. Forbes, Johan U. Backström, R. Bhushan Gopaluni

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Identification of symmetric noncausal processes.

Qiugang Lu, Philip D. Loewen, R. Bhushan Gopaluni, Michael G. Forbes, Johan U. Backström, Guy Albert Dumont, Michael S. Davies

Autom., 2019

2018

Robust Tuning of Cross-Directional Model Predictive Controllers for Paper-Making Processes.

Ning He, Xiaotao Liu, Michael G. Forbes, Johan U. Backström, Tongwen Chen

IEEE Trans. Control. Syst. Technol., 2018

2017

Performance Assessment of Cross-Directional Control for Paper Machines.

Qiugang Lu, Michael G. Forbes, R. Bhushan Gopaluni, Philip D. Loewen, Johan U. Backström, Guy Albert Dumont

IEEE Trans. Control. Syst. Technol., 2017

Noncausal modeling and closed-loop optimal input design for cross-directional processes of paper machines.

Qiugang Lu, Lee D. Rippon, R. Bhushan Gopaluni, Michael G. Forbes, Philip D. Loewen, Johan U. Backström, Guy Albert Dumont

Proceedings of the 2017 American Control Conference, 2017

2015

Detecting model-plant mismatch without external excitation.

Mahdi Yousefi, Qiugang Lu, R. Bhushan Gopaluni, Philip D. Loewen, Michael G. Forbes, Guy Albert Dumont, Johan U. Backström

Proceedings of the American Control Conference, 2015

Cross-directional controller performance monitoring for paper machines.

Qiugang Lu, Lee D. Rippon, R. Bhushan Gopaluni, Michael G. Forbes, Philip D. Loewen, Johan U. Backström, Guy Albert Dumont

Proceedings of the American Control Conference, 2015

2014

Sensitivity of controller performance indices to model-plant mismatch: An application to paper machine control.

Mahdi Yousefi, Michael G. Forbes, R. Bhushan Gopaluni, Guy Albert Dumont, Johan U. Backström, Ashish Malhotra

Proceedings of the American Control Conference, 2014

Sensitivity of MIMO controller performance to model-plant mismatch, with applications to paper machine control.

Mahdi Yousefi, Michael G. Forbes, R. Bhushan Gopaluni, Philip D. Loewen, Guy Albert Dumont, Johan U. Backström

Proceedings of the 2014 IEEE Conference on Control Applications, 2014

2012

An efficient quadratic programming implementation for cross directional control of large papermaking processes.

Jiadong Wang, Ghulam Mustafa, Tongwen Chen, Danlei Chu, Johan U. Backström

Proceedings of the American Control Conference, 2012

2005

Approximate steady-state performance prediction of large-scale constrained model predictive control systems.

Junqiang Fan, Gregory E. Stewart, Guy Albert Dumont, Johan U. Backström, Pengling He

IEEE Trans. Control. Syst. Technol., 2005

2003

Dual adaptive control of paper coating.

Ahmed Ismail, Guy Albert Dumont, Johan U. Backström

IEEE Trans. Control. Syst. Technol., 2003