Reinforcement learning for online adaptation of model predictive controllers: Application to a selective catalytic reduction unit

Author:

Hedrick ElijahORCID,Hedrick KatherineORCID,Bhattacharyya DebangsuORCID,Zitney Stephen E.,Omell Benjamin

Publisher

Elsevier BV

Subject

Computer Science Applications,General Chemical Engineering

Reference53 articles.

1. Design of monolith catalysts for power plant NOx emission control;Beeckman;Ind. Eng. Chem. Res.,1991

2. Analysis of the performance of plate-type monolithic catalysts for selective catalytic reduction DeNOx applications;Beretta;Ind. Eng. Chem. Res.,1998

3. System identification and nonlinear model predictive control of a solid oxide fuel cell;Bhattacharyya;Ind. Eng. Chem. Res.,2010

4. Dynamic tuning of PI-controllers based on model-free reinforcement learning methods;Brujeni,2010

5. Incremental Q-learning strategy for adaptive PID control of mobile robots;Carlucho;Expert Syst. Appl.,2017

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