Michael G. Forbes - Publications, H-index & Citations

Michael G. Forbes

honeywell process solutions

12H指数

51论文数

818被引数

收录论文 17

发表时间

A view on learning robust goal-conditioned value functions: Interplay between RL and MPC 关于学习鲁棒目标条件价值函数的观点：强化学习与模型预测控制的相互作用

Annual Reviews in Control

IF10.7

2025-10-10

PREAI

Nathan P. Lawrence; Philip D. Loewen; Michael G. Forbes; R. Bhushan Gopaluni; Ali Mesbah

Stabilizing reinforcement learning control: A modular framework for optimizing over all stable behavior

AUTOMATICA

IF5.9

2024-06-01

OAAI

Lawrence, Nathan P.; Loewen, Philip D.; Wang, Shuyuan; Forbes, Michael G.; Gopaluni, R. Bhushan

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.

Systematic Development of a New Variational Autoencoder Model Based on Uncertain Data for Monitoring Nonlinear Processes 基于不确定数据的新型变分自动编码器模型的系统开发，用于监视非线性过程

IEEE ACCESS

IF3.6

2019-01-01

OAAI

Wang, Kai; Forbes, Michael G.; Gopaluni, Bhushan; Chen, Junghui; Song, Zhihuan

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.

Robust Tuning of Machine Directional Predictive Control of Paper Machines

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

IF3.9

2015-04-07

PREAI

Shi, Dawei; Wang, Jiadong; Forbes, Michael; Backstroem, John; Chen, Tongwen

Control design for first-order processes: shaping the probability density of the process state

JOURNAL OF PROCESS CONTROL

IF3.9

2004-06-01

PREAI

Forbes, MG; Guay, M; Forbes, JF

研究方向