• 1892 Citations
  • 23 h-Index
19982020

Research output per year

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Research Output

2020
2019

Feedback control design using model predictive control formulation and Carleman approximation method

Hashemian, N. & Armaou, A., Jan 1 2019, In : AIChE Journal. 65, 9, e16666.

Research output: Contribution to journalArticle

Gene regulatory network construction and key gene recognition of diabetic nephropathy

Zheng, R., Wang, Y., Lyu, Z. L. & Armaou, A., Mar 2019, Proceedings of 2019 IEEE 7th International Conference on Bioinformatics and Computational Biology, ICBCB 2019. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. 8854648. (Proceedings of 2019 IEEE 7th International Conference on Bioinformatics and Computational Biology, ICBCB 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Pairing moving horizon estimation and model predictive control via carleman approximation for output feedback control

Fang, Y. & Armaou, A., Jun 2019, 2019 18th European Control Conference, ECC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3152-3158 7 p. 8795820. (2019 18th European Control Conference, ECC 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

Dissipative distributed parameter systems on-line reduction and control using DEIM/APOD combination

Yang, M. & Armaou, A., Aug 9 2018, 2018 Annual American Control Conference, ACC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2557-2562 6 p. 8431100. (Proceedings of the American Control Conference; vol. 2018-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Efficient reduced order controller design for dissipative PDE systems with strong convective phenomena

Yang, M. & Armaou, A., Nov 2018, In : Chemical Engineering Research and Design. 139, p. 272-282 11 p.

Research output: Contribution to journalArticle

Investigation of CO2 Sorption Mechanisms in Isothermal Columns via Transient Material and Energy Balance PDE Models

Yang, M., Wang, L., Kamali Shahri, S. M., Rioux, R. M. & Armaou, A., Aug 8 2018, In : Industrial and Engineering Chemistry Research. 57, 31, p. 10303-10314 12 p.

Research output: Contribution to journalArticle

Output feedback receding horizon regulation via moving horizon estimation and model predictive control

Fang, Y. & Armaou, A., Sep 2018, In : Journal of Process Control. 69, p. 114-127 14 p.

Research output: Contribution to journalArticle

1 Scopus citations

Revisiting APOD accuracy for nonlinear control of transport reaction processes: A spatially discrete approach

Yang, M. & Armaou, A., May 18 2018, In : Chemical Engineering Science. 181, p. 146-158 13 p.

Research output: Contribution to journalArticle

1 Scopus citations

Study on ADRC Parameter Optimization Using CPSO for Clamping Force Control System

Li, F., Zhang, Z., Armaou, A., Xue, Y., Zhou, S. & Zhou, Y., Jan 1 2018, In : Mathematical Problems in Engineering. 2018, 2159274.

Research output: Contribution to journalArticle

1 Scopus citations
2017

A Moving Horizon Estimation Algorithm Based on Carleman Approximation: Design and Stability Analysis

Hashemian, N. & Armaou, A., Sep 13 2017, In : Industrial and Engineering Chemistry Research. 56, 36, p. 10087-10098 12 p.

Research output: Contribution to journalArticle

2 Scopus citations

On the design of equation-free controllers for dissipative PDEs via DEIM

Yang, M. & Armaou, A., Jun 29 2017, 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 3789-3796 8 p. 7963535. (Proceedings of the American Control Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Stochastic MPC design for a two-component granulation process

Hashemian, N. & Armaou, A., Jun 29 2017, 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 4386-4391 6 p. 7963630. (Proceedings of the American Control Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations
1 Scopus citations
2016

A Formulation of advanced-step bilinear Carleman approximation-based nonlinear model predictive control

Fang, Y. & Armaou, A., Dec 27 2016, 2016 IEEE 55th Conference on Decision and Control, CDC 2016. Institute of Electrical and Electronics Engineers Inc., p. 4027-4032 6 p. 7798879. (2016 IEEE 55th Conference on Decision and Control, CDC 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Carleman approximation based quasi-analytic model predictive control for nonlinear systems

Fang, Y. & Armaou, A., Nov 1 2016, In : AIChE Journal. 62, 11, p. 3915-3929 15 p.

Research output: Contribution to journalArticle

9 Scopus citations

Development of a reduced order model for bi-component granulation processes via laguerre polynomials

Hashemian, N., Ghanaatpishe, M. & Armaou, A., Jul 28 2016, 2016 American Control Conference, ACC 2016. Institute of Electrical and Electronics Engineers Inc., p. 3668-3673 6 p. 7525483. (Proceedings of the American Control Conference; vol. 2016-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Simulation, model-reduction, and state estimation of a two-component coagulation process

Hashemian, N. & Armaou, A., May 1 2016, In : AIChE Journal. 62, 5, p. 1557-1567 11 p.

Research output: Contribution to journalArticle

17 Scopus citations

Spatiotemporal Modeling and Parametric Estimation of Isothermal CO2 Adsorption Columns

Babaei Pourkargar, D., Kamali Shahri, S. M., Rioux, R. M. & Armaou, A., Jun 8 2016, In : Industrial and Engineering Chemistry Research. 55, 22, p. 6443-6453 11 p.

Research output: Contribution to journalArticle

3 Scopus citations

Spatiotemporal response shaping of transport-reaction processes via adaptive reduced order models

Pourkargar, D. B. & Armaou, A., Jul 28 2016, 2016 American Control Conference, ACC 2016. Institute of Electrical and Electronics Engineers Inc., p. 4157-4162 6 p. 7525575. (Proceedings of the American Control Conference; vol. 2016-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2015

Adaptive control of chemical distributed parameter systems

Pourkargar, D. B. & Armaou, A., Jul 1 2015, In : IFAC-PapersOnLine. 28, 8, p. 681-686 6 p.

Research output: Contribution to journalConference article

4 Scopus citations

Adaptive output feedback control of transport-reaction processes via two layer system adaptations

Pourkargar, D. B. & Armaou, A., Jan 1 2015, Computing and Systems Technology Division 2015 - Core Programming Area at the 2015 AIChE Annual Meeting. AIChE, p. 752-753 2 p. (Computing and Systems Technology Division 2015 - Core Programming Area at the 2015 AIChE Annual Meeting; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

APOD-based control of linear distributed parameter systems under sensor/controller communication bandwidth limitations

Pourkargar, D. B. & Armaou, A., Feb 1 2015, In : AIChE Journal. 61, 2, p. 434-447 14 p.

Research output: Contribution to journalArticle

19 Scopus citations

Colocalization and Sequential Enzyme Activity in Aqueous Biphasic Systems: Experiments and Modeling

Davis, B. W., Aumiller, W. M., Hashemian, N., An, S., Armaou, A. & Keating, C. D., Nov 17 2015, In : Biophysical journal. 109, 10, p. 2182-2194 13 p.

Research output: Contribution to journalArticle

20 Scopus citations

Control of spatially distributed processes with unknown transport-reaction parameters via two layer system adaptations

Babaei Pourkargar, D. & Armaou, A., Aug 1 2015, In : AIChE Journal. 61, 8, p. 2497-2507 11 p.

Research output: Contribution to journalArticle

6 Scopus citations
24 Scopus citations

Dynamic shaping of transport-reaction processes with a combined sliding mode controller and Luenberger-type dynamic observer design

Pourkargar, D. B. & Armaou, A., Dec 22 2015, In : Chemical Engineering Science. 138, p. 673-684 12 p.

Research output: Contribution to journalArticle

6 Scopus citations

Estimation of spatially distributed processes via adaptive model reduction using mobile sensors network

Pourkargar, D. B. & Armaou, A., Jan 1 2015, Computing and Systems Technology Division 2015 - Core Programming Area at the 2015 AIChE Annual Meeting. AIChE, p. 754-755 2 p. (Computing and Systems Technology Division 2015 - Core Programming Area at the 2015 AIChE Annual Meeting; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fast Moving Horizon Estimation of nonlinear processes via Carleman linearization

Hashemian, N. & Armaou, A., Jul 28 2015, ACC 2015 - 2015 American Control Conference. Institute of Electrical and Electronics Engineers Inc., p. 3379-3385 7 p. 7171854. (Proceedings of the American Control Conference; vol. 2015-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

13 Scopus citations

Feedback control of semi-linear distributed parameter systems using advanced POD method

Yang, M. & Armaou, A., Feb 8 2015, 54rd IEEE Conference on Decision and Control,CDC 2015. Institute of Electrical and Electronics Engineers Inc., p. 4680-4687 8 p. 7402949. (Proceedings of the IEEE Conference on Decision and Control; vol. 54rd IEEE Conference on Decision and Control,CDC 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Low-dimensional adaptive output feedback controller design for transport-reaction processes

Pourkargar, D. B. & Armaou, A., Nov 16 2015, 2015 European Control Conference, ECC 2015. Institute of Electrical and Electronics Engineers Inc., p. 885-890 6 p. 7330654. (2015 European Control Conference, ECC 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Nonlinear Model Predictive Control using a bilinear Carleman linearization-based formulation for chemical processes

Fang, Y. & Armaou, A., Jul 28 2015, ACC 2015 - 2015 American Control Conference. Institute of Electrical and Electronics Engineers Inc., p. 5629-5634 6 p. 7172221. (Proceedings of the American Control Conference; vol. 2015-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Scopus citations

Spatiotemporal modeling and identification of CO2 adsorption columns

Pourkargar, D. B., Kamali, S. M., Rioux, R. M. & Armaou, A., Jan 1 2015, Computing and Systems Technology Division 2015 - Core Programming Area at the 2015 AIChE Annual Meeting. AIChE, p. 834-835 2 p. (Computing and Systems Technology Division 2015 - Core Programming Area at the 2015 AIChE Annual Meeting; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Wave motion suppression in the presence of unknown parameters using recursively updated empirical basis functions

Pourkargar, D. B. & Armaou, A., Jul 28 2015, ACC 2015 - 2015 American Control Conference. Institute of Electrical and Electronics Engineers Inc., p. 2619-2624 6 p. 7171129. (Proceedings of the American Control Conference; vol. 2015-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2014
18 Scopus citations

Economic model predictive control of parabolic PDE systems: Handling state constraints by adaptive proper orthogonal decomposition

Lao, L., Ellis, M., Armaou, A. & Christofides, P. D., Jan 1 2014, In : Proceedings of the IEEE Conference on Decision and Control. 2015-February, February, p. 2758-2763 6 p., 7039812.

Research output: Contribution to journalConference article

Economic model predictive control of parabolic PDE systems using empirical eigenfunctions

Lao, L., Ellis, M., Armaou, A. & Christofides, P. D., Jan 1 2014, 2014 American Control Conference, ACC 2014. Institute of Electrical and Electronics Engineers Inc., p. 3375-3380 6 p. 6858761. (Proceedings of the American Control Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feedback control of linear distributed parameter systems via adaptive model reduction in the presence of device network communication constraints

Pourkargar, D. B. & Armaou, A., Jan 1 2014, 2014 American Control Conference, ACC 2014. Institute of Electrical and Electronics Engineers Inc., p. 1667-1673 7 p. 6859125. (Proceedings of the American Control Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations

Frequency domain methods for optimal sensor placement and scheduling of spatially distributed systems arising in environmental and meteorological applications

Demetriou, M. A. & Armaou, A., Jan 1 2014, 2014 American Control Conference, ACC 2014. Institute of Electrical and Electronics Engineers Inc., p. 4056-4062 7 p. 6859457

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Geometric output tracking of nonlinear distributed parameter systems via adaptive model reduction

Pourkargar, D. B. & Armaou, A., Sep 6 2014, In : Chemical Engineering Science. 116, p. 418-427 10 p.

Research output: Contribution to journalArticle

16 Scopus citations

Moving horizon estimation using carleman linearization and sensitivity analysis

Hashemian, N. & Armaou, A., Jan 1 2014, Computing and Systems Technology Division 2014 - Core Programming Area at the 2014 AIChE Annual Meeting. AIChE, 1 p. (Computing and Systems Technology Division 2014 - Core Programming Area at the 2014 AIChE Annual Meeting; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Optimization of Interruptions in HIV treatment using a multiscale mechanistic model

Xu, S., Srinivasan, P. A. & Armaou, A., Jan 1 2014, In : Proceedings of the IEEE Conference on Decision and Control. 2015-February, February, p. 3029-3034 6 p., 7039855.

Research output: Contribution to journalConference article

Output tracking of spatiotemporal thermal dynamics in transport-reaction processes via adaptive model reduction

Babaei Pourkargar, D. & Armaou, A., Jan 1 2014, 2014 American Control Conference, ACC 2014. Institute of Electrical and Electronics Engineers Inc., p. 3352-3358 7 p. 6859206. (Proceedings of the American Control Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations

Piece-wise constant predictive feedback control of nonlinear systems

Armaou, A. & Ataei, A., Apr 1 2014, In : Journal of Process Control. 24, 4, p. 326-335 10 p.

Research output: Contribution to journalArticle

14 Scopus citations
2013

Control of dissipative partial differential equation systems using APOD based dynamic observer designs

Pourkargar, D. B. & Armaou, A., Sep 11 2013, 2013 American Control Conference, ACC 2013. p. 502-508 7 p. 6579887. (Proceedings of the American Control Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Scopus citations

Modification to adaptive model reduction for regulation of distributed parameter systems with fast transients

Pourkargar, D. B. & Armaou, A., Dec 1 2013, In : AIChE Journal. 59, 12, p. 4595-4611 17 p.

Research output: Contribution to journalArticle

38 Scopus citations

Output feedback control of dissipative PDE systems with partial sensor information based on adaptive model reduction

Pitchaiah, S. & Armaou, A., Mar 1 2013, In : AIChE Journal. 59, 3, p. 747-760 14 p.

Research output: Contribution to journalArticle

19 Scopus citations

Predicting the mitochondrial toxicity of nucleoside-analogue antiretroviral drugs via stochastic modeling

Alathur Srinivasan, P. A. & Armaou, A., Jan 1 2013, Food, Pharmaceutical and Bioengineering Division 2013 - Core Programming Area at the 2013 AIChE Annual Meeting: Global Challenges for Engineering a Sustainable Future. AIChE, 1 p. (Food, Pharmaceutical and Bioengineering Division 2013 - Core Programming Area at the 2013 AIChE Annual Meeting: Global Challenges for Engineering a Sustainable Future).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2012
15 Scopus citations

Fault-tolerant process control

El-Farra, N. H. & Armaou, A., Jan 10 2012, In : International Journal of Robust and Nonlinear Control. 22, 1, p. 1-2 2 p.

Research output: Contribution to journalEditorial