Johan U. Backström - Publications, H-index & Citations

Johan U. Backström

honeywell

11H指数

54论文数

445被引数

收录论文 15

发表时间

Meta-reinforcement learning for the tuning of PI controllers: An offline approach 用于PI控制器调优的元强化学习: 一种离线方法

JOURNAL OF PROCESS CONTROL

IF3.9

2022-10-01

OAAI

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

Deep reinforcement learning with shallow controllers: An experimental application to PID tuning 基于浅层控制器的深度强化学习: PID整定的实验应用

CONTROL ENGINEERING PRACTICE

IF4.6

2022-04-01

OAAI

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

Model-plant mismatch detection for cross-directional processes

ISA TRANSACTIONS

IF6.5

2021-11-01

PREAI

Lu, Qiugang; Forbes, Michael G.; Loewen, Philip D.; Backstrom, Johan U.; Dumont, Guy A.; Gopaluni, R. Bhushan

Support vector machine approach for model-plant mismatch detection

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2020-02-01

PREAI

Lu, Qiugang; Forbes, Michael G.; Loewen, Philip D.; Backstrom, Johan U.; Dumont, Guy A.; Gopaluni, R. Bhushan

User-friendly cross-directional MPC tuning for uncertain multiple-array paper-making processes

CONTROL ENGINEERING PRACTICE

IF4.6

2019-07-01

PREAI

He, Ning; Forbes, Michael; Backstrom, Johan; Chen, Tongwen

Identification of symmetric noncausal processes

AUTOMATICA

IF5.9

2019-05-01

PREAI

Lu, Qiugang; Loewen, Philip D.; Gopaluni, R. Bhushan; Forbes, Michael G.; Backstrom, Johan U.; Dumont, Guy A.; Davies, Michael S.

Machine Direction Adaptive Control on a Paper Machine

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

IF3.9

2019-04-25

PREAI

Rippon, Lee D.; Lu, Qiugang; Forbes, Michael G.; Gopaluni, R. Bhushan; Loewen, Philip D.; Backstrom, Johan U.

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

IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

IF3.9

2018-09-01

PREAI

He, Ning; Liu, Xiaotao; Forbes, Michael; Backstrom, Johan U.; Chen, Tongwen

Performance Assessment of Cross-Directional Control for Paper Machines

IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

IF3.9

2017-01-01

PREAI

Lu, Qiugang; Forbes, Michael G.; Gopaluni, Ratna Bhushan; Loewen, Philip D.; Backstrom, Johan U.; Dumont, Guy A.

Robust tuning for machine-directional predictive control of MIMO paper-making processes

CONTROL ENGINEERING PRACTICE

IF4.6

2016-10-01

PREAI

He, Ning; Shi, Dawei; Forbes, Michael; Backstrom, Johan; Chen, Tongwen

Automated Two-Degree-of-Freedom Model Predictive Control Tuning

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

IF3.9

2015-10-26

PREAI

He, Ning; Shi, Dawei; Wang, Jiadong; Forbes, Michael; Backstrom, Johan; Chen, Tongwen

Impact of model plant mismatch on performance of control systems: An application to paper machine control

CONTROL ENGINEERING PRACTICE

IF4.6

2015-10-01

PREAI

Yousefi, M.; Gopaluni, R. B.; Loewen, P. D.; Forbes, M. G.; Dumont, G. A.; Backstrom, J.

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

IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

IF3.9

2005-11-01

PREAI

Fan, JQ; Stewart, GE; Dumont, GA; Backström, JU; He, PL

Dual adaptive control of paper coating

IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

IF3.9

2003-05-01

PREAI

Ismail, A; Dumont, GA; Backstrom, J

Quadratic programming algorithms for large-scale model predictive control 大规模模型预测控制的二次规划算法

JOURNAL OF PROCESS CONTROL

IF3.9

2002-10-01

PREAI

Bartlett, RA; Biegler, LT; Backstrom, J; Gopal, V

研究方向