Tor Aksel N. Heirung  —  Selected publications

See my Google Scholar profile for a full updated publication list.

Journal papers

Model predictive control with active learning for stochastic systems with structural model uncertainty: online model discrimination
Heirung, T.A.N., Santos, T.L.M., and Mesbah, A.
Computers & Chemical Engineering (in press), 2019
DOI: 10.1016/j.compchemeng.2019.05.012

Input Design for Active Fault Diagnosis
Heirung, T.A.N. and Mesbah, A.
Annual Reviews in Control (in press), 2019
DOI: 10.1016/j.arcontrol.2019.03.002

Model predictive control with active learning under model uncertainty: why, when, and how
Heirung, T.A.N., Paulson, J.A., Lee, S.J., and Mesbah, A.
AIChE Journal 64(8), 2018
DOI: 10.1002/aic.16180

Stochastic model predictive control — how does it work?
Heirung, T.A.N., Paulson, J.A., O'Leary, J., and Mesbah, A.
Computers & Chemical Engineering 114, 2018
DOI: 10.1016/j.compchemeng.2017.10.026
Audio slides: YouTube link

Dual adaptive model predictive control
Heirung, T.A.N., Ydstie, B.E., and Foss, B.
Automatica 80, 2017
DOI: 10.1016/j.automatica.2017.01.030

MPC-based dual control with online experiment design
Heirung, T.A.N., Foss, B., and Ydstie, B.E.
Journal of Process Control 32, 2015
DOI: 10.1016/j.jprocont.2015.04.012

Conference papers

Fault-tolerant tube-based robust nonlinear model predictive control
Paulson, J.A., Heirung, T.A.N., and Mesbah, A.
American Control Conference (ACC), Philadelphia, PA, 2019

A constraint-tightening approach to nonlinear model predictive control with chance constraints for stochastic systems
Santos, T.L.M., Bonzanini, A.D., Heirung, T.A.N., and Mesbah, A.
American Control Conference (ACC), Philadelphia, PA, 2019

Closed-loop active fault diagnosis for stochastic linear systems
Paulson, J.A., Heirung, T.A.N., Braatz, R.D., and Mesbah, A.
American Control Conference (ACC), Milwaukee, WI, 2018
DOI: 10.23919/ACC.2018.8431031

Stochastic nonlinear model predictive control with active model discrimination: a closed-loop fault diagnosis application
Heirung, T.A.N. and Mesbah, A.
IFAC World Congress, Toulouse, France, 2017
DOI: 10.1016/j.ifacol.2017.08.1745

Perspectives on stochastic predictive control with autonomous model adaptation for model structure uncertainty
Heirung, T.A.N. and Mesbah, A.
Chemical Process Control (CPC), Tucson, AZ, 2017

Experimental evaluation of a MIMO adaptive dual MPC
Kumar, K., Heirung, T.A.N., Patwardhan, S.C., and Foss, B.
IFAC International Symposium on Advanced Control of Chemical Processes (ADCHEM), Whistler, Canada, 2015
DOI: 10.1016/j.ifacol.2015.09.024

An adaptive model predictive dual controller
Heirung, T.A.N., Ydstie, B.E., and Foss, B.
IFAC International Workshop on Adaptation and Learning in Control and Signal Processing (ALCOSP), Caen, France, 2013
DOI: 10.3182/20130703-3-FR-4038.00098

Towards dual MPC
Heirung, T.A.N., Ydstie, B.E., and Foss, B.
IFAC Nonlinear Model Predictive Control Conference (NMPC), Noordwijkerhout, the Netherlands, 2012
DOI: 10.3182/20120823-5-NL-3013.00070

Optimization of the water-flooding process in a small 2D horizontal oil reservoir by direct transcription
Heirung, T.A.N., Wartmann, M.R., Jansen, J.D., Ydstie, B.E., and Foss, B.
IFAC World Congress, Milan, Italy, 2011
DOI: 10.3182/20110828-6-IT-1002.03503

Generalized reduction constraints for the global optimization of dynamic process networks using topological invariants
Wartmann, M.R., Heirung, T.A.N., Ruiz, J.P., and Ydstie, B.E.
American Control Conference (ACC), Baltimore, MD, 2010
DOI: 10.1109/ACC.2010.5531427