Toward self‐driving processes: A deep reinforcement learning approach to control
Spielberg, Steven, Tulsyan, Aditya, Lawrence, Nathan P., Loewen, Philip D., Bhushan Gopaluni, R.
Published in AIChE journal (01.10.2019)
Published in AIChE journal (01.10.2019)
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Journal Article
Locality preserving discriminative canonical variate analysis for fault diagnosis
Lu, Qiugang, Jiang, Benben, Gopaluni, R. Bhushan, Loewen, Philip D., Braatz, Richard D.
Published in Computers & chemical engineering (02.09.2018)
Published in Computers & chemical engineering (02.09.2018)
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Journal Article
Sparse canonical variate analysis approach for process monitoring
Lu, Qiugang, Jiang, Benben, Gopaluni, R. Bhushan, Loewen, Philip D., Braatz, Richard D.
Published in Journal of process control (01.11.2018)
Published in Journal of process control (01.11.2018)
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Journal Article
Support vector machine approach for model-plant mismatch detection
Lu, Qiugang, Forbes, Michael G., Loewen, Philip D., Backström, Johan U., Dumont, Guy A., Gopaluni, R. Bhushan
Published in Computers & chemical engineering (02.02.2020)
Published in Computers & chemical engineering (02.02.2020)
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Journal Article
Machine Direction Adaptive Control on a Paper Machine
Rippon, Lee D, Lu, Qiugang, Forbes, Michael G, Gopaluni, R. Bhushan, Loewen, Philip D, Backström, Johan U
Published in Industrial & engineering chemistry research (03.07.2019)
Published in Industrial & engineering chemistry research (03.07.2019)
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Journal Article
Model-plant mismatch detection for cross-directional processes
Lu, Qiugang, Forbes, Michael G., Loewen, Philip D., Backström, Johan U., Dumont, Guy A., Gopaluni, R. Bhushan
Published in ISA transactions (01.11.2021)
Published in ISA transactions (01.11.2021)
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Journal Article
Subdifferential calculus in Asplund generated spaces
Fabian, Marián, Loewen, Philip D., Mordukhovich, Boris S.
Published in Journal of mathematical analysis and applications (15.10.2006)
Published in Journal of mathematical analysis and applications (15.10.2006)
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Journal Article
Meta-Reinforcement Learning for Adaptive Control of Second Order Systems
McClement, Daniel G., Lawrence, Nathan P., Forbes, Michael G., Loewen, Philip D., Backstrom, Johan U., Gopaluni, R. Bhushan
Published in 2022 IEEE International Symposium on Advanced Control of Industrial Processes (AdCONIP) (07.08.2022)
Published in 2022 IEEE International Symposium on Advanced Control of Industrial Processes (AdCONIP) (07.08.2022)
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Conference Proceeding
Deep reinforcement learning with shallow controllers: An experimental application to PID tuning
Lawrence, Nathan P., Forbes, Michael G., Loewen, Philip D., McClement, Daniel G., Backström, Johan U., Gopaluni, R. Bhushan
Published in Control engineering practice (01.04.2022)
Published in Control engineering practice (01.04.2022)
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Journal Article
Identification of symmetric noncausal processes
Lu, Qiugang, Loewen, Philip D., Bhushan Gopaluni, R., Forbes, Michael G., Backström, Johan U., Dumont, Guy A., Davies, Michael S.
Published in Automatica (Oxford) (01.05.2019)
Published in Automatica (Oxford) (01.05.2019)
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Journal Article
Cross-directional controller performance monitoring for paper machines
Qiugang Lu, Rippon, Lee D., Gopaluni, R. Bhushan, Forbes, Michael G., Loewen, Philip D., Backstrom, Johan, Dumont, Guy A.
Published in 2015 American Control Conference (ACC) (01.07.2015)
Published in 2015 American Control Conference (ACC) (01.07.2015)
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Conference Proceeding
Optimal Control of Non-convex Measure-driven Differential Inclusions
Code, Warren Joseph, Loewen, Philip D.
Published in Set-valued and variational analysis (01.06.2011)
Published in Set-valued and variational analysis (01.06.2011)
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Journal Article
Reinforcement Learning with Partial Parametric Model Knowledge
Wang, Shuyuan, Loewen, Philip D., Lawrence, Nathan P., Forbes, Michael G., Gopaluni, R. Bhushan
Published in IFAC-PapersOnLine (01.01.2023)
Published in IFAC-PapersOnLine (01.01.2023)
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Journal Article