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ORCIDJohan U. Backström
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2020 – today
- 2022
[i7]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 abs/2203.09661 (2022)- [i6]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 abs/2209.09301 (2022) - 2021
- [i5]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 abs/2103.14060 (2021) - [i4]Nathan P. Lawrence, Philip D. Loewen, Michael G. Forbes, Johan U. Backström, R. Bhushan Gopaluni:
Almost Surely Stable Deep Dynamics. CoRR abs/2103.14722 (2021) - [i3]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 abs/2111.07171 (2021) - 2020
- [j6]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) - [c7]Nathan P. Lawrence, Philip D. Loewen, Michael G. Forbes, Johan U. Backström, R. Bhushan Gopaluni:
Almost Surely Stable Deep Dynamics. NeurIPS 2020 - [i2]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 abs/2005.04537 (2020) - [i1]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 abs/2005.04539 (2020)
2010 – 2019
- 2019
- [j5]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: 515-530 (2019) - 2018
- [j4]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): 1619-1634 (2018) - 2017
- [j3]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): 208-221 (2017) - [c6]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: 2837-2842 - 2015
- [c5]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: 4970-4975 - [c4]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: 4976-4981 - 2014
- [c3]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: 204-209 - [c2]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: 3506-3511 - 2012
- [c1]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: 1073-1078
2000 – 2009
- 2005
- [j2]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): 884-895 (2005) - 2003
- [j1]Ahmed Ismail, Guy Albert Dumont, Johan U. Backström:
Dual adaptive control of paper coating. IEEE Trans. Control. Syst. Technol. 11(3): 289-309 (2003)
Coauthor Index
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