Prashant Mhaskar

Comput. Chem. Eng., February, 2024

A hybrid clustering approach integrating first-principles knowledge with data for fault detection in HVAC systems.

[BibT_eX]

[DOI]

Comput. Chem. Eng., 2024

Minimizing total annualized cost per tonne of feed processed of a semicontinuous distillation process utilizing data-driven model predictive control.

[BibT_eX]

[DOI]

Sakthi Prasanth Aenugula

Thomas A. Adams II

Comput. Chem. Eng., 2024

Construction of Robust NCR for Input-Constrained Discrete Nonlinear Systems Using Backward Reachability.

[BibT_eX]

[DOI]

Ashish Kothyari

Addyay Banerjee

Proceedings of the American Control Conference, 2024

A Practical Reinforcement Learning (RL) Controller Design for Nonlinear Systems.

[BibT_eX]

[DOI]

Hesam Hassanpour

Proceedings of the American Control Conference, 2024

Data-Driven Modeling and Control of Semicontinuous Distillation Process.

[BibT_eX]

[DOI]

Sakthi Prasanth Aenugula

Thomas A. Adams II

Proceedings of the American Control Conference, 2024

2023

A hybrid control design for stabilisation of nonlinear systems from the null controllable region.

[BibT_eX]

[DOI]

Int. J. Control, April, 2023

Linear hybrid models of distillation towers.

[BibT_eX]

[DOI]

Carlos Rodriguez

Vladimir Mahalec

Comput. Chem. Eng., March, 2023

2022

Design and application of data driven economic model predictive control for a rotational molding process.

[BibT_eX]

[DOI]

Hassan A. Abdulhussain

Vladimir Gritsichine

Michael R. Thompson

Comput. Chem. Eng., 2022

Data Driven Modeling and Model Predictive Control of Bioreactor for Production of Monoclonal Antibodies.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2022

Application of Economic Model Predictive Control on a Lab Scale Rotomolding Process.

[BibT_eX]

[DOI]

Hassan A. Abdulhussain

Vladimir Gritsichine

Michael R. Thompson

Proceedings of the American Control Conference, 2022

2021

Model predictive control using subspace model identification.

[BibT_eX]

[DOI]

Nikesh Patel

Comput. Chem. Eng., 2021

Flooding and offset-free nonlinear model predictive control of a high-purity industrial ethylene splitter using a hybrid model.

[BibT_eX]

[DOI]

Comput. Chem. Eng., 2021

Adaptive system identification of industrial ethylene splitter: A comparison of subspace identification and artificial neural networks.

[BibT_eX]

[DOI]

Comput. Chem. Eng., 2021

2020

A hybrid modeling approach integrating first-principles knowledge with statistical methods for fault detection in HVAC systems.

[BibT_eX]

[DOI]

Comput. Chem. Eng., 2020

2019

Modeling and fault diagnosis design for HVAC systems using recurrent neural networks.

[BibT_eX]

[DOI]

Comput. Chem. Eng., 2019

Model predictive control of uni-axial rotational molding process.

[BibT_eX]

[DOI]

Comput. Chem. Eng., 2019

Constrained control Lyapunov function construction via approximation of static Hamilton-Jacobi-Bellman equations.

[BibT_eX]

[DOI]

Proceedings of the 2019 American Control Conference, 2019

Data-Driven Control of Rotational Molding Process.

[BibT_eX]

[DOI]

Proceedings of the 2019 American Control Conference, 2019

2018

Output-Feedback Lyapunov-Based Predictive Control of Stochastic Nonlinear Systems.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2018

Heating, ventilation and air conditioning systems: Fault detection and isolation and safe parking.

[BibT_eX]

[DOI]

Comput. Chem. Eng., 2018

Distributed fault diagnosis for networked nonlinear uncertain systems.

[BibT_eX]

[DOI]

Hadi Shahnazari

Comput. Chem. Eng., 2018

Model predictive control with closed-loop re-identification.

[BibT_eX]

[DOI]

Masoud Kheradmandi

Comput. Chem. Eng., 2018

Utilizing null controllable regions to stabilize input-constrained nonlinear systems.

[BibT_eX]

[DOI]

Comput. Chem. Eng., 2018

Utilizing big data for batch process modeling and control.

[BibT_eX]

[DOI]

Comput. Chem. Eng., 2018

Lyapunov-based Economic Model Predictive Control of Stochastic Nonlinear Systems.

[BibT_eX]

[DOI]

Proceedings of the 2018 Annual American Control Conference, 2018

Fault diagnosis design for heating, ventilation and air conditioning systems.

[BibT_eX]

[DOI]

Proceedings of the 2018 Annual American Control Conference, 2018

Handling Nonlinearity in Model Predictive Control with Explicit Performance Specification.

[BibT_eX]

[DOI]

Masoud Kheradmandi

Proceedings of the 2018 Annual American Control Conference, 2018

Using Null Controllable Regions to Stabilize Nonlinear Systems.

[BibT_eX]

[DOI]

Proceedings of the 2018 Annual American Control Conference, 2018

2017

Constrained control Lyapunov function-based control of nonlinear systems.

[BibT_eX]

[DOI]

Syst. Control. Lett., 2017

Subspace model identification and model predictive control based cost analysis of a semicontinuous distillation process.

[BibT_eX]

[DOI]

Comput. Chem. Eng., 2017

Subspace-based model identification of a hydrogen plant startup dynamics.

[BibT_eX]

[DOI]

Jesus Flores-Cerrillo

Comput. Chem. Eng., 2017

Handling multi-rate and missing data in system identification.

[BibT_eX]

[DOI]

Mudassir M. Rashid

Christopher L. E. Swartz

Proceedings of the 2017 American Control Conference, 2017

Subspace identification and predictive control of batch particulate processes.

[BibT_eX]

[DOI]

Proceedings of the 2017 American Control Conference, 2017

Development of a high fidelity and subspace identification model of a hydrogen plant startup dynamics.

[BibT_eX]

[DOI]

Jesus Flores-Cerrillo

Proceedings of the 2017 American Control Conference, 2017

Quality control of variable duration batch processes via subspace identification.

[BibT_eX]

[DOI]

Proceedings of the 2017 American Control Conference, 2017

2016

Simultaneous actuator and sensor fault isolation of nonlinear systems subject to uncertainty.

[BibT_eX]

[DOI]

Hadi Shahnazari

Proceedings of the 2016 American Control Conference, 2016

Economic model predictive control of the electric arc furnace using data-driven multi-rate models.

[BibT_eX]

[DOI]

Mudassir M. Rashid

Christopher L. E. Swartz

Proceedings of the 2016 American Control Conference, 2016

Data-driven quality control of batch processes via subspace identification.

[BibT_eX]

[DOI]

Proceedings of the 2016 American Control Conference, 2016

2015

Model Predictive Quality Control of Polymethyl Methacrylate.

[BibT_eX]

[DOI]

Brian Macdonald

IEEE Trans. Control. Syst. Technol., 2015

Detecting and isolating sensor and actuator faults in solution copolymerization of MMA and VAc process.

[BibT_eX]

[DOI]

Hadi Shahnazari

Proceedings of the American Control Conference, 2015

Output feedback model predictive control of stochastic nonlinear systems.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2015

2014

Isolation and handling of sensor faults in nonlinear systems.

[BibT_eX]

[DOI]

Autom., 2014

Offset-free model predictive controller of a heat pump.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2014

Lyapunov-based offset-free model predictive control of nonlinear systems.

[BibT_eX]

[DOI]

Buddhadeva Das

Proceedings of the American Control Conference, 2014

2013

Data-Based Modeling and Control of Nylon-6, 6 Batch Polymerization.

[BibT_eX]

[DOI]

IEEE Trans. Control. Syst. Technol., 2013

Predictive control methods to improve energy efficiency and reduce demand in buildings.

[BibT_eX]

[DOI]

Tim Salsbury

Si-Zhao Joe Qin

Comput. Chem. Eng., 2013

Actuator and sensor fault isolation of nonlinear systems.

[BibT_eX]

[DOI]

James Scott

Proceedings of the American Control Conference, 2013

2012

Lyapunov-based model predictive control of stochastic nonlinear systems.

[BibT_eX]

[DOI]

Autom., 2012

Offset-free model predictive controller for Vapor Compression Cycle.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2012

Active fault isolation of nonlinear systems.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2012

Adaptive data-based model predictive control of batch systems.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2012

Model predictive quality control of batch processes.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2012

2011

On Constructing Constrained Control Lyapunov Functions for Linear Systems.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2011

A safe-parking and safe-switching framework for fault-tolerant control of switched nonlinear systems.

[BibT_eX]

[DOI]

Int. J. Control, 2011

Integrated fault diagnosis and robust safe-parking for fault-tolerant control of nonlinear systems.

[BibT_eX]

[DOI]

Jake Nease

Proceedings of the American Control Conference, 2011

Fault detection and isolation and safe-parking of networked systems.

[BibT_eX]

[DOI]

Rahul Gandhi

Proceedings of the American Control Conference, 2011

Integrating data-based modeling and nonlinear control tools for batch process control.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2011

Data-based modeling and control of nylon-6, 6 batch polymerization.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2011

2010

Uniting Safe-parking and reconfiguration-based approaches for fault-tolerant control of switched nonlinear systems.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2010

Robust model predictive control & fault-handling of batch processes.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2010

2009

Latent Variable MPC for trajectory tracking in batch processes: Role of the model structure.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2009

A Safe-parking framework for plant-wide fault-tolerant control.

[BibT_eX]

[DOI]

Rahul Gandhi

Proceedings of the American Control Conference, 2009

2008

Safe-parking of nonlinear process systems.

[BibT_eX]

[DOI]

Rahul Gandhi

Comput. Chem. Eng., 2008

Special issue on "Control of networked and complex process systems".

[BibT_eX]

[DOI]

Comput. Chem. Eng., 2008

Isolation and handling of actuator faults in nonlinear systems.

[BibT_eX]

[DOI]

Charles McFall

James F. Davis

Autom., 2008

Enhanced stability regions for model predictive control of nonlinear process systems.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2008

2007

Robust Model Predictive Control of Nonlinear Systems: Handling Rate Constraints.

[BibT_eX]

[DOI]

Andrew Kennedy

Proceedings of the American Control Conference, 2007

Predictive Control of Switched Nonlinear Systems: Satisfying Uncertain Schedules Subject to State and Control Constraints.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2007

Control of a Polyethylene Reactor: Handling Sensor Faults.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2007

2006

Stabilization of nonlinear systems with state and control constraints using Lyapunov-based predictive control.

[BibT_eX]

[DOI]

Syst. Control. Lett., 2006

Fault-Tolerant Control of Nonlinear Systems Subject to Sensor Data Losses.

[BibT_eX]

[DOI]

Charles McFall

James F. Davis

Proceedings of the 45th IEEE Conference on Decision and Control, 2006

Predictive Control of Infinite Dimensional Systems.

[BibT_eX]

[DOI]

Proceedings of the 45th IEEE Conference on Decision and Control, 2006

Fault-tolerant control of nonlinear systems: fault-detection and isolation and controller reconfiguration.

[BibT_eX]

[DOI]

Charles McFall

James F. Davis

Proceedings of the American Control Conference, 2006

Fault-Tolerant Control of Nonlinear Processes: Performance-Based Reconfiguration and Robustness.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2006

Fault-tolerant control of a polyethylene reactor.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2006

2005

Predictive control of switched nonlinear systems with scheduled mode transitions.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2005

Output feedback control of switched nonlinear systems using multiple Lyapunov functions.

[BibT_eX]

[DOI]

Syst. Control. Lett., 2005

Predictive control of transport-reaction processes.

[BibT_eX]

[DOI]

Comput. Chem. Eng., 2005

Robust hybrid predictive control of nonlinear systems.

[BibT_eX]

[DOI]

Autom., 2005

Predictive control of particle size distribution in protein crystallization.

[BibT_eX]

[DOI]

Dan Shi

Proceedings of the American Control Conference, 2005

Output feedback control of switched nonlinear systems using multiple Lyapunov functions.

[BibT_eX]

[DOI]

Nael H. EI-Farra

Proceedings of the American Control Conference, 2005

Predictive control of diffusion-reaction processes.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2005

2004

Uniting bounded control and MPC for stabilization of constrained linear systems.

[BibT_eX]

[DOI]

Autom., 2004

A method for PID controller tuning using nonlinear control techniques.

[BibT_eX]

[DOI]

Proceedings of the 2004 American Control Conference, 2004

Stabilization of switched nonlinear systems using predictive control.

[BibT_eX]

[DOI]

Proceedings of the 2004 American Control Conference, 2004

A hybrid predictive control approach for output feedback stabilization of constrained linear systems.

[BibT_eX]

[DOI]

Proceedings of the 2004 American Control Conference, 2004

Predictive control of parabolic PDEs with state and control constraints.

[BibT_eX]

[DOI]

Proceedings of the 2004 American Control Conference, 2004

2003

Hybrid control: a paradigm for implementing control to nonlinear systems with guaranteed stability regions.

[BibT_eX]

[DOI]