• 1845 Citations
  • 22 h-Index
19982019
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Research Output 1998 2019

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Conference contribution
2019

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
2017

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
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
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

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

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

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

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
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
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
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

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

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

A predictive control approach for thin film growth of photovoltaic systems

Rahnamoun, A. & Armaou, A., Jan 1 2011, Computational Molecular Science and Engineering Forum - Core Programming Topic at the 2011 AIChE Annual Meeting. AIChE, p. 33-34 2 p.

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

Film growth
Thin films

A predictive control approach for thin film growth of photovoltaic systems

Rahnamoun, A. & Armaou, A., Dec 1 2011, 11AIChE - 2011 AIChE Annual Meeting, Conference Proceedings. (11AIChE - 2011 AIChE Annual Meeting, Conference Proceedings).

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

Film growth
Thin films
Microstructure
Porosity
Surface roughness

A predictive controller design for spatially distributed processes using adaptive model reduction

Pitchaiah, S. & Armaou, A., Jan 1 2011, Computing and Systems Technology Division - Core Programming Topic at the 2011 AIChE Annual Meeting. AIChE, Vol. 1. p. 318-319 2 p.

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

Controllers

Modeling the effect of temozolomide treatment on orthotopic models of glioma

Vital-Lopez, F. G., Maranas, C. D. & Armaou, A., Sep 29 2011, Proceedings of the 2011 American Control Conference, ACC 2011. p. 2969-2974 6 p. 5990989. (Proceedings of the American Control Conference).

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

Tumors
Brain
Cells
Oxygen

Modeling the synergistic effects of combination therapy for glioblastoma multiforme

Browe, M., Vital-Lopez, F. G. & Armaou, A., Jan 1 2011, Computing and Systems Technology Division - Core Programming Topic at the 2011 AIChE Annual Meeting. AIChE, Vol. 1. p. 198-199 2 p.

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

Output feedback control design for transport reaction processes with partial sensor information

Pitchaiah, S. & Armaou, A., Jan 1 2011, Computing and Systems Technology Division - Core Programming Topic at the 2011 AIChE Annual Meeting. AIChE, Vol. 2. p. 970-971 2 p.

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

Feedback control
Sensors

Predictive control of PDEs via using adaptive reduced order modeling

Pitchaiah, S. & Armaou, A., Dec 1 2011, 2011 50th IEEE Conference on Decision and Control and European Control Conference, CDC-ECC 2011. p. 2004-2009 6 p. 6161315

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

Reduced-order Modeling
Predictive Control
Reduced Order Model
Controller
Methodology
2010
3 Citations (Scopus)

Output feedback control of the FitzHugh-Nagumo equation using adaptive model reduction

Pitchaiah, S. & Armaou, A., Dec 1 2010, 2010 49th IEEE Conference on Decision and Control, CDC 2010. p. 864-869 6 p. 5717497. (Proceedings of the IEEE Conference on Decision and Control).

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

FitzHugh-Nagumo Equations
Output Feedback Control
Model Reduction
Feedback control
Eigenfunctions
2 Citations (Scopus)

Towards optimal actuator placement for dissipative PDE systems in the presence of uncertainty

Armaou, A. & Demetriou, M. A., Oct 15 2010, Proceedings of the 2010 American Control Conference, ACC 2010. p. 5662-5667 6 p. 5531128. (Proceedings of the 2010 American Control Conference, ACC 2010).

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

Partial differential equations
Actuators
Controllability
Spatial distribution
Decomposition
2009
4 Citations (Scopus)

A predictive control method for nonlinear parabolic PDE systems

Armaou, A., Dec 1 2009, Proceedings of the 48th IEEE Conference on Decision and Control held jointly with 2009 28th Chinese Control Conference, CDC/CCC 2009. p. 2375-2380 6 p. 5400926

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

Predictive Control
Nonlinear Parabolic Equations
Shooting Method
Collocation Method
Receding Horizon Control

Dynamic fault detection and accommodation for dissipative distributed processes

Armaou, A. & Demetriou, M. A., 2009, 2009 American Control Conference, ACC 2009. p. 1517-1522 6 p. 5160548

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

Fault detection
4 Citations (Scopus)

Feedback control of dissipative PDE systems in the presence of uncertainty and noise using extended kalman filter

Pitchaiah, S. & Armaou, A., Nov 23 2009, 2009 American Control Conference, ACC 2009. p. 2464-2469 6 p. 5160736. (Proceedings of the American Control Conference).

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

Extended Kalman filters
Partial differential equations
Feedback control
Controllers
Exothermic reactions
2008

Actuator placement for fault tolerant control of transport reaction processes

Russell, P. C., Armaou, A. & Demetriou, M. A., 2008, AIChE100 - 2008 AIChE Annual Meeting, Conference Proceedings.

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

Actuators

Challenges to using mechanisms of action to quantify efficacy of nucleoside-analogue reverse transcriptase inhibitors

Monaco, J., Khalili, S. & Armaou, A., 2008, AIChE100 - 2008 AIChE Annual Meeting, Conference Proceedings.

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

Reverse Transcriptase Inhibitors
Nucleosides

Dynamic estimation and control of dissipative Pde systems using extended kalman filter

Pitchaiah, S. & Armaou, A., 2008, AIChE100 - 2008 AIChE Annual Meeting, Conference Proceedings.

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

Extended Kalman filters

Fault tolerant controller design for transport-reaction processes employing spatial controllability

Armaou, A. & Demetriou, M. A., Dec 1 2008, AIChE100 - 2008 AIChE Annual Meeting, Conference Proceedings. (AIChE Annual Meeting, Conference Proceedings).

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

Controllability
Controllers
1 Citation (Scopus)

Integrated actuator placement and fault tolerant controller design for a class of distributed parameter systems

Armaou, A. & Demetriou, M. A., Sep 30 2008, 2008 American Control Conference, ACC. p. 948-954 7 p. 4586614. (Proceedings of the American Control Conference).

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

Actuators
Controllers
Controllability
Switches
Monitoring

Modeling intracellular dynamics of HIV infection and treatment

Khalili, S. & Armaou, A., Dec 1 2008, AIChE100 - 2008 AIChE Annual Meeting, Conference Proceedings. (AIChE Annual Meeting, Conference Proceedings).

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

Modeling the effect of a crowding agent on the activity of enzyme-Au bioconjugates

Vital-Lopez, F. G., Keighron, J., Keating, C. D., Maranas, C. D. & Armaou, A., Dec 1 2008, AIChE100 - 2008 AIChE Annual Meeting, Conference Proceedings. (AIChE Annual Meeting, Conference Proceedings).

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

Enzymes

Modeling the Effect of Chemotaxis In Glioblastoma Tumor Progression

Vital-Lopez, F. G., Armaou, A., Hutnik, M. & Maranas, C. D., Dec 1 2008, AIChE100 - 2008 AIChE Annual Meeting, Conference Proceedings. (AIChE Annual Meeting, Conference Proceedings).

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

Tumors
2 Citations (Scopus)

Nonlinear control of dissipative PDE systems employing adaptive model reduction

Varshney, A. & Armaou, A., Sep 30 2008, 2008 American Control Conference, ACC. p. 940-947 8 p. 4586613. (Proceedings of the American Control Conference).

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

Adaptive systems
Eigenvalues and eigenfunctions
Covariance matrix
Closed loop systems
Temperature control
6 Citations (Scopus)

Online system-identification using subspace algorithms for the control of microscopic processes

Pitchaiah, S. & Armaou, A., Sep 30 2008, 2008 American Control Conference, ACC. p. 4413-4418 6 p. 4587189

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

Online systems
Identification (control systems)
Controllers
Feedback linearization
Surface reactions

Optimal operation with respect to multiscale objectives during layered heterostructure growth

Behrens, C. & Armaou, A., 2008, AIChE100 - 2008 AIChE Annual Meeting, Conference Proceedings.

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

Heterojunctions

Output feedback control of transport-reaction processes using adaptive model reduction

Pitchaiah, S. & Armaou, A., 2008, AIChE100 - 2008 AIChE Annual Meeting, Conference Proceedings.

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

Feedback control
2007

Dynamic optimization of multiscale PDE/kMC process systems using nonlinear order reduction and tabulation techniques

Varshney, A. & Armaou, A., Dec 1 2007, Proceedings of the 2007 American Control Conference, ACC. p. 953-959 7 p. 4282728. (Proceedings of the American Control Conference).

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

Nonlinear systems
Catalytic oxidation
Partial differential equations

Nonlinear system-identification using subspace algorithms for the control of multiscale process

Pitchaiah, S. & Armaou, A., 2007, 2007 AIChE Annual Meeting.

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

Nonlinear systems
Identification (control systems)
Online Systems
Nonlinear Dynamics
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