• 1844 Citations
  • 22 h-Index
19982019
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Research Output 1998 2019

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

Nonlinear Dynamics
Model predictive control
Feedback control
Nonlinear systems
Chemical reactors

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

Fang, Y. & Armaou, A., Jun 1 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

Output Feedback Control
Model predictive control
Model Predictive Control
feedback control
Pairing
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

Online systems
Interpolation
Decomposition
Feedback control
Costs

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

Yang, M. & Armaou, A., Nov 1 2018, In : Chemical Engineering Research and Design. 139, p. 272-282 11 p.

Research output: Contribution to journalArticle

Controllers
Galerkin methods
Decomposition
Switches

Investigation of CO 2 Sorption Mechanisms in Isothermal Columns via Transient Material and Energy Balance PDE Models

Yang, M., Wang, L., Kamali Shahri, S. M., Rioux, Jr., 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

Carbon Monoxide
Energy balance
Sorption
Calorimetry
Packed beds
1 Citation (Scopus)

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

Fang, Y. & Armaou, A., Sep 1 2018, In : Journal of Process Control. 69, p. 114-127 14 p.

Research output: Contribution to journalArticle

Model predictive control
Model Predictive Control
Output Feedback
Horizon
Feedback
1 Citation (Scopus)

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

Decomposition
Feedback control
Flow of fluids
Sampling
Controllers

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

Chaos Optimization
Force Control
Disturbance Rejection
Disturbance rejection
Force control
2017
2 Citations (Scopus)

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

Extended Kalman filters
Nonlinear systems
Dynamical systems
Polynomials

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

Interpolation
Controllers
Sensors
Feedback linearization
Distributed parameter control systems
1 Citation (Scopus)

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

Granulation
Model predictive control
Stochastic models
Integrodifferential equations
Method of moments
1 Citation (Scopus)
Interpolation
Decomposition
Sensors
2016
3 Citations (Scopus)

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

Nonlinear Model Predictive Control
Model predictive control
Formulation
Optimal Control
Approximation
8 Citations (Scopus)

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

Nonlinear Dynamics
Model predictive control
Nonlinear systems
Controllers
Parameterization
2 Citations (Scopus)

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

Granulation
Polynomials
Binders
Method of moments
Drug products
15 Citations (Scopus)

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

State estimation
Coagulation
Integrodifferential equations
Method of moments
Linearization
2 Citations (Scopus)

Spatiotemporal Modeling and Parametric Estimation of Isothermal CO2 Adsorption Columns

Babaei Pourkargar, D., Kamali Shahri, S. M., Rioux, Jr., 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

Adsorption
Rate constants
Packed beds
Ordinary differential equations
Enthalpy

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

Partial differential equations
Feedback control
Chemical reactors
Exothermic reactions
Dynamic response
2015
4 Citations (Scopus)

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

Partial differential equations
Chemical reactors
Galerkin methods
Feedback control
Decomposition

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

Feedback control
17 Citations (Scopus)

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

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

Research output: Contribution to journalArticle

Computer Communication Networks
Bandwidth
Controllers
Communication
Sensors
16 Citations (Scopus)

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

Organelles
Enzymes
Dextrans
Adenylosuccinate Lyase
Polymers
5 Citations (Scopus)

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

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

Research output: Contribution to journalArticle

Chemical Phenomena
Computer Communication Networks
Galerkin methods
Decomposition
Chemical reactors
24 Citations (Scopus)
Feedback control
Decomposition
Sensors
Controllers
Hybrid systems
6 Citations (Scopus)

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

Controllers
Partial differential equations
Chemical reactors
Sliding mode control
Feedback control

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, Vol. 2. p. 754-755 2 p.

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

Sensor networks
Wireless networks
13 Citations (Scopus)

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

Linearization
Error analysis
Nonlinear systems
Dynamical systems
Crystallization
2 Citations (Scopus)

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

Distributed Parameter Systems
Semilinear
Feedback Control
Feedback control
Reduced Order Model

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

Feedback
Controllers
Partial differential equations
Feedback control
Chemical reactors
9 Citations (Scopus)

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

Model predictive control
Linearization
Nonlinear systems
Cost functions
Feedback

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

Adsorption

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

Controllers
Flow of fluids
Feedback
Decomposition
2014
17 Citations (Scopus)
Glucose Oxidase
binary systems (materials)
Glucose oxidase
oxidase
citrates

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., 2014, In : Proceedings of the IEEE Conference on Decision and Control. 2015-February, February, p. 2758-2763 6 p., 7039812.

Research output: Contribution to journalArticle

Orthogonal Decomposition
Economic Model
State Constraints
Parabolic Partial Differential Equations
Model predictive control

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

Predictive control systems
Model predictive control
Eigenvalues and eigenfunctions
Partial differential equations
Economics
6 Citations (Scopus)

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

Telecommunication networks
Feedback control
Decomposition
Chemical reactors
Communication
2 Citations (Scopus)

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

Scheduling
Sensors
Advection
Switches
16 Citations (Scopus)

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

Distributed Parameter Systems
Model Reduction
Decomposition
Orthogonal Decomposition
Output
1 Citation (Scopus)

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

Linearization
Sensitivity analysis

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

Multiscale Model
Drugs
Genetic algorithms
Plasmas
Optimization
6 Citations (Scopus)

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

Partial differential equations
Controllers
Thermal energy
Actuators
Decomposition
12 Citations (Scopus)

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

Predictive Control
Feedback Control
Feedback control
Nonlinear systems
Nonlinear Systems
2013
10 Citations (Scopus)

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

Adaptive systems
Partial differential equations
Decomposition
Controllers
Dynamic models
36 Citations (Scopus)

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

Computer Communication Networks
Uncertainty
Decomposition
Controllers
Feedback control
19 Citations (Scopus)

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

Feedback control
Sensors
Uncertainty
Controllers
Decomposition

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

nucleosides
Nucleosides
Toxicity
toxicity
Pharmaceutical Preparations
2012
14 Citations (Scopus)
Fault detection

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

Process control

Output feedback control of transport reaction processes using adaptive proper orthogonal decomposition

Pourkargar, D. B. & Armaou, A., 2012, AIChE 2012 - 2012 AIChE Annual Meeting, Conference Proceedings.

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

Feedback control
Decomposition
2011
3 Citations (Scopus)

A nonlinear predictive control of processes with multiscale objectives using a fuzzy-system identification approach

Rahnamoun, A. & Armaou, A., Sep 29 2011, Proceedings of the 2011 American Control Conference, ACC 2011. p. 4976-4981 6 p. 5991433. (Proceedings of the American Control Conference).

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

Fuzzy systems
Identification (control systems)
Controllers
Model predictive control
Surface reactions