Johan U. Backström

Publication Activity (10 Years)

Years Active: 2003-2022
Publications (10 Years): 13

Top Topics

Support Vector Machine

Evolutionary Game

Process Control

Top Venues

IEEE Trans. Control. Syst. Technol.

Publications

Daniel G. McClement, Nathan P. Lawrence, Johan U. Backström, Philip D. Loewen, Michael G. Forbes, R. Bhushan Gopaluni
Meta Reinforcement Learning for Adaptive Control: An Offline Approach. CoRR (2022)
Daniel G. McClement, Nathan P. Lawrence, Michael G. Forbes, Philip D. Loewen, Johan U. Backström, R. Bhushan Gopaluni
Meta-Reinforcement Learning for Adaptive Control of Second Order Systems. CoRR (2022)
Nathan P. Lawrence, Michael G. Forbes, Philip D. Loewen, Daniel G. McClement, Johan U. Backström, R. Bhushan Gopaluni
Deep Reinforcement Learning with Shallow Controllers: An Experimental Application to PID Tuning. CoRR (2021)
Daniel G. McClement, Nathan P. Lawrence, Philip D. Loewen, Michael G. Forbes, Johan U. Backström, R. Bhushan Gopaluni
A Meta-Reinforcement Learning Approach to Process Control. CoRR (2021)
Nathan P. Lawrence, Philip D. Loewen, Michael G. Forbes, Johan U. Backström, R. Bhushan Gopaluni
Almost Surely Stable Deep Dynamics. CoRR (2021)
Nathan P. Lawrence, Philip D. Loewen, Michael G. Forbes, Johan U. Backström, R. Bhushan Gopaluni
Almost Surely Stable Deep Dynamics. NeurIPS (2020)
Nathan P. Lawrence, Gregory E. Stewart, Philip D. Loewen, Michael G. Forbes, Johan U. Backström, R. Bhushan Gopaluni
Reinforcement Learning based Design of Linear Fixed Structure Controllers. CoRR (2020)
Qiugang Lu, Michael G. Forbes, Philip D. Loewen, Johan U. Backström, Guy Albert Dumont, R. Bhushan Gopaluni
Support vector machine approach for model-plant mismatch detection. Comput. Chem. Eng. 133 (2020)
Nathan P. Lawrence, Gregory E. Stewart, Philip D. Loewen, Michael G. Forbes, Johan U. Backström, R. Bhushan Gopaluni
Optimal PID and Antiwindup Control Design as a Reinforcement Learning Problem. CoRR (2020)
Qiugang Lu, Philip D. Loewen, R. Bhushan Gopaluni, Michael G. Forbes, Johan U. Backström, Guy Albert Dumont, Michael S. Davies
Identification of symmetric noncausal processes. Autom. 103 (2019)
Ning He, Xiaotao Liu, Michael G. Forbes, Johan U. Backström, Tongwen Chen
Robust Tuning of Cross-Directional Model Predictive Controllers for Paper-Making Processes. IEEE Trans. Control. Syst. Technol. 26 (5) (2018)
Qiugang Lu, Lee D. Rippon, R. Bhushan Gopaluni, Michael G. Forbes, Philip D. Loewen, Johan U. Backström, Guy Albert Dumont
Noncausal modeling and closed-loop optimal input design for cross-directional processes of paper machines. ACC (2017)
Qiugang Lu, Michael G. Forbes, R. Bhushan Gopaluni, Philip D. Loewen, Johan U. Backström, Guy Albert Dumont
Performance Assessment of Cross-Directional Control for Paper Machines. IEEE Trans. Control. Syst. Technol. 25 (1) (2017)
Mahdi Yousefi, Qiugang Lu, R. Bhushan Gopaluni, Philip D. Loewen, Michael G. Forbes, Guy Albert Dumont, Johan U. Backström
Detecting model-plant mismatch without external excitation. ACC (2015)
Qiugang Lu, Lee D. Rippon, R. Bhushan Gopaluni, Michael G. Forbes, Philip D. Loewen, Johan U. Backström, Guy Albert Dumont
Cross-directional controller performance monitoring for paper machines. ACC (2015)
Mahdi Yousefi, Michael G. Forbes, R. Bhushan Gopaluni, Philip D. Loewen, Guy Albert Dumont, Johan U. Backström
Sensitivity of MIMO controller performance to model-plant mismatch, with applications to paper machine control. CCA (2014)
Mahdi Yousefi, Michael G. Forbes, R. Bhushan Gopaluni, Guy Albert Dumont, Johan U. Backström, Ashish Malhotra
Sensitivity of controller performance indices to model-plant mismatch: An application to paper machine control. ACC (2014)
Jiadong Wang, Ghulam Mustafa, Tongwen Chen, Danlei Chu, Johan U. Backström
An efficient quadratic programming implementation for cross directional control of large papermaking processes. ACC (2012)
Junqiang Fan, Gregory E. Stewart, Guy Albert Dumont, Johan U. Backström, Pengling He
Approximate steady-state performance prediction of large-scale constrained model predictive control systems. IEEE Trans. Control. Syst. Technol. 13 (6) (2005)
Ahmed Ismail, Guy Albert Dumont, Johan U. Backström
Dual adaptive control of paper coating. IEEE Trans. Control. Syst. Technol. 11 (3) (2003)