Prashant Mhaskar

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 37

Top Topics

Fault Detection

Lyapunov Function

Top Venues

Comput. Chem. Eng.

IEEE Trans. Control. Syst. Technol.

Comput. Electr. Eng.

Publications

Hesam Hassanpour, Amir H. Hamedi, Prashant Mhaskar, John M. House, Timothy I. Salsbury
A hybrid clustering approach integrating first-principles knowledge with data for fault detection in HVAC systems. Comput. Chem. Eng. 187 (2024)
Sakthi Prasanth Aenugula, Aswin Chandrasekar, Prashant Mhaskar, Thomas A. Adams II
Minimizing total annualized cost per tonne of feed processed of a semicontinuous distillation process utilizing data-driven model predictive control. Comput. Chem. Eng. 186 (2024)
Hesam Hassanpour, Prashant Mhaskar, Brandon Corbett
A practically implementable reinforcement learning control approach by leveraging offset-free model predictive control. Comput. Chem. Eng. 181 (2024)
Maaz Mahmood, Tyler Homer, Prashant Mhaskar
A hybrid control design for stabilisation of nonlinear systems from the null controllable region. Int. J. Control 96 (4) (2023)
Carlos Rodriguez, Prashant Mhaskar, Vladimir Mahalec
Linear hybrid models of distillation towers. Comput. Chem. Eng. 171 (2023)
Aswin Chandrasekar, Abhinav Garg, Hassan A. Abdulhussain, Vladimir Gritsichine, Michael R. Thompson, Prashant Mhaskar
Application of Economic Model Predictive Control on a Lab Scale Rotomolding Process. ACC (2022)
Aswin Chandrasekar, Abhinav Garg, Hassan A. Abdulhussain, Vladimir Gritsichine, Michael R. Thompson, Prashant Mhaskar
Design and application of data driven economic model predictive control for a rotational molding process. Comput. Chem. Eng. 161 (2022)
Samardeep Sarna, Nikesh Patel, Prashant Mhaskar, Brandon Corbett, Chris McCready
Data Driven Modeling and Model Predictive Control of Bioreactor for Production of Monoclonal Antibodies. ACC (2022)
Mahir Jalanko, Yoel Sanchez, Vladimir Mahalec, Prashant Mhaskar
Adaptive system identification of industrial ethylene splitter: A comparison of subspace identification and artificial neural networks. Comput. Chem. Eng. 147 (2021)
Nikesh Patel, Brandon Corbett, Prashant Mhaskar
Model predictive control using subspace model identification. Comput. Chem. Eng. 149 (2021)
Mahir Jalanko, Yoel Sanchez, Prashant Mhaskar, Vladimir Mahalec
Flooding and offset-free nonlinear model predictive control of a high-purity industrial ethylene splitter using a hybrid model. Comput. Chem. Eng. 155 (2021)
Hesam Hassanpour, Prashant Mhaskar, John M. House, Timothy I. Salsbury
A hybrid modeling approach integrating first-principles knowledge with statistical methods for fault detection in HVAC systems. Comput. Chem. Eng. 142 (2020)
Hadi Shahnazari, Prashant Mhaskar, John M. House, Timothy I. Salsbury
Modeling and fault diagnosis design for HVAC systems using recurrent neural networks. Comput. Chem. Eng. 126 (2019)
Abhinav Garg, Felipe P. C. Gomes, Prashant Mhaskar, Michael R. Thompson
Data-Driven Control of Rotational Molding Process. ACC (2019)
Tyler Homer, Prashant Mhaskar
Constrained control Lyapunov function construction via approximation of static Hamilton-Jacobi-Bellman equations. ACC (2019)
Abhinav Garg, Felipe P. C. Gomes, Prashant Mhaskar, Michael R. Thompson
Model predictive control of uni-axial rotational molding process. Comput. Chem. Eng. 121 (2019)
Hadi Shahnazari, Prashant Mhaskar, John M. House, Tim Salsbury
Fault diagnosis design for heating, ventilation and air conditioning systems. ACC (2018)
Hadi Shahnazari, Prashant Mhaskar, John M. House, Timothy I. Salsbury
Heating, ventilation and air conditioning systems: Fault detection and isolation and safe parking. Comput. Chem. Eng. 108 (2018)
Masoud Kheradmandi, Prashant Mhaskar
Model predictive control with closed-loop re-identification. Comput. Chem. Eng. 109 (2018)
Hadi Shahnazari, Prashant Mhaskar
Distributed fault diagnosis for networked nonlinear uncertain systems. Comput. Chem. Eng. 115 (2018)
Tyler Homer, Prashant Mhaskar
Output-Feedback Lyapunov-Based Predictive Control of Stochastic Nonlinear Systems. IEEE Trans. Autom. Control. 63 (2) (2018)
Zhe Wu, Junfeng Zhang, Zhihao Zhang, Fahad Albalawi, Helen Durand, Maaz Mahmood, Prashant Mhaskar, Panagiotis D. Christofides
Lyapunov-based Economic Model Predictive Control of Stochastic Nonlinear Systems. ACC (2018)
Abhinav Garg, Prashant Mhaskar
Utilizing big data for batch process modeling and control. Comput. Chem. Eng. 119 (2018)
Tyler Homer, Prashant Mhaskar
Utilizing null controllable regions to stabilize input-constrained nonlinear systems. Comput. Chem. Eng. 108 (2018)
Abhinav Garg, Prashant Mhaskar
Utilizing big data for batch process modeling and control. Comput. Electr. Eng. 72 (2018)
Masoud Kheradmandi, Prashant Mhaskar
Handling Nonlinearity in Model Predictive Control with Explicit Performance Specification. ACC (2018)
Tyler Homer, Prashant Mhaskar
Using Null Controllable Regions to Stabilize Nonlinear Systems. ACC (2018)
Abhinav Garg, Prashant Mhaskar
Subspace identification and predictive control of batch particulate processes. ACC (2017)
Tyler Homer, Prashant Mhaskar
Constrained control Lyapunov function-based control of nonlinear systems. Syst. Control. Lett. 110 (2017)
Abhinav Garg, Brandon Corbett, Prashant Mhaskar, Gangshi Hu, Jesus Flores-Cerrillo
Subspace-based model identification of a hydrogen plant startup dynamics. Comput. Chem. Eng. 106 (2017)
Brandon Corbett, Prashant Mhaskar
Quality control of variable duration batch processes via subspace identification. ACC (2017)
Vida Meidanshahi, Brandon Corbett, Thomas A. Adams II, Prashant Mhaskar
Subspace model identification and model predictive control based cost analysis of a semicontinuous distillation process. Comput. Chem. Eng. 103 (2017)
Abhinav Garg, Brandon Corbett, Prashant Mhaskar, Gangshi Hu, Jesus Flores-Cerrillo
Development of a high fidelity and subspace identification model of a hydrogen plant startup dynamics. ACC (2017)
Mudassir M. Rashid, Prashant Mhaskar, Christopher L. E. Swartz
Handling multi-rate and missing data in system identification. ACC (2017)
Brandon Corbett, Prashant Mhaskar
Data-driven quality control of batch processes via subspace identification. ACC (2016)
Mudassir M. Rashid, Prashant Mhaskar, Christopher L. E. Swartz
Economic model predictive control of the electric arc furnace using data-driven multi-rate models. ACC (2016)
Hadi Shahnazari, Prashant Mhaskar
Simultaneous actuator and sensor fault isolation of nonlinear systems subject to uncertainty. ACC (2016)
Tyler Homer, Prashant Mhaskar
Output feedback model predictive control of stochastic nonlinear systems. ACC (2015)
Brandon Corbett, Brian Macdonald, Prashant Mhaskar
Model Predictive Quality Control of Polymethyl Methacrylate. IEEE Trans. Control. Syst. Technol. 23 (2) (2015)
Hadi Shahnazari, Prashant Mhaskar
Detecting and isolating sensor and actuator faults in solution copolymerization of MMA and VAc process. ACC (2015)
Miao Du, Prashant Mhaskar
Isolation and handling of sensor faults in nonlinear systems. Autom. 50 (4) (2014)
Matt Wallace, Prashant Mhaskar, John M. House, Tim Salsbury
Offset-free model predictive controller of a heat pump. ACC (2014)
Buddhadeva Das, Prashant Mhaskar
Lyapunov-based offset-free model predictive control of nonlinear systems. ACC (2014)
Miao Du, James Scott, Prashant Mhaskar
Actuator and sensor fault isolation of nonlinear systems. ACC (2013)
Tim Salsbury, Prashant Mhaskar, Si-Zhao Joe Qin
Predictive control methods to improve energy efficiency and reduce demand in buildings. Comput. Chem. Eng. 51 (2013)
Siam Aumi, Brandon Corbett, Prashant Mhaskar, Tracy Clarke-Pringle
Data-Based Modeling and Control of Nylon-6, 6 Batch Polymerization. IEEE Trans. Control. Syst. Technol. 21 (1) (2013)
Brandon Corbett, Brian Macdonald, Prashant Mhaskar
Model predictive quality control of Polymethyl methacrylate. ACC (2013)
Maaz Mahmood, Prashant Mhaskar
Lyapunov-based model predictive control of stochastic nonlinear systems. Autom. 48 (9) (2012)
Miao Du, Prashant Mhaskar
Isolation and handling of sensor faults in nonlinear systems. ACC (2012)
Siam Aumi, Prashant Mhaskar
Adaptive data-based model predictive control of batch systems. ACC (2012)
Miao Du, Prashant Mhaskar
Active fault isolation of nonlinear systems. ACC (2012)
Siam Aumi, Brandon Corbett, Prashant Mhaskar
Model predictive quality control of batch processes. ACC (2012)
Matt Wallace, Buddhadeva Das, Prashant Mhaskar, John M. House, Tim Salsbury
Offset-free model predictive controller for Vapor Compression Cycle. ACC (2012)
Miao Du, Rahul Gandhi, Prashant Mhaskar
Fault detection and isolation and safe-parking of networked systems. ACC (2011)
Miao Du, Prashant Mhaskar
A safe-parking and safe-switching framework for fault-tolerant control of switched nonlinear systems. Int. J. Control 84 (1) (2011)
Siam Aumi, Prashant Mhaskar
Integrating data-based modeling and nonlinear control tools for batch process control. ACC (2011)
Siam Aumi, Brandon Corbett, Prashant Mhaskar
Data-based modeling and control of nylon-6, 6 batch polymerization. ACC (2011)
Maaz Mahmood, Prashant Mhaskar
On Constructing Constrained Control Lyapunov Functions for Linear Systems. IEEE Trans. Autom. Control. 56 (5) (2011)
Miao Du, Jake Nease, Prashant Mhaskar
Integrated fault diagnosis and robust safe-parking for fault-tolerant control of nonlinear systems. ACC (2011)
Siam Aumi, Prashant Mhaskar
Robust model predictive control & fault-handling of batch processes. ACC (2010)
Miao Du, Prashant Mhaskar
Uniting Safe-parking and reconfiguration-based approaches for fault-tolerant control of switched nonlinear systems. ACC (2010)
Maaz Mahmood, Prashant Mhaskar
On constructing constrained control Lyapunov functions for linear systems. ACC (2010)
Masoud Golshan, John F. MacGregor, Mark-John Bruwer, Prashant Mhaskar
Latent Variable MPC for trajectory tracking in batch processes: Role of the model structure. ACC (2009)
Rahul Gandhi, Prashant Mhaskar
A Safe-parking framework for plant-wide fault-tolerant control. ACC (2009)
Prashant Mhaskar, Charles McFall, Adiwinata Gani, Panagiotis D. Christofides, James F. Davis
Isolation and handling of actuator faults in nonlinear systems. Autom. 44 (1) (2008)
Maaz Mahmood, Prashant Mhaskar
Enhanced stability regions for model predictive control of nonlinear process systems. ACC (2008)
Rahul Gandhi, Prashant Mhaskar
Safe-parking of nonlinear process systems. Comput. Chem. Eng. 32 (9) (2008)
Rahul Gandhi, Prashant Mhaskar
Safe-parking of nonlinear process systems. ACC (2008)
Nael H. El-Farra, Prashant Mhaskar
Special issue on "Control of networked and complex process systems". Comput. Chem. Eng. 32 (9) (2008)
Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
Predictive Control of Switched Nonlinear Systems: Satisfying Uncertain Schedules Subject to State and Control Constraints. ACC (2007)
Adiwinata Gani, Prashant Mhaskar, Panagiotis D. Christofides
Control of a Polyethylene Reactor: Handling Sensor Faults. ACC (2007)
Prashant Mhaskar, Andrew Kennedy
Robust Model Predictive Control of Nonlinear Systems: Handling Rate Constraints. ACC (2007)
Adiwinata Gani, Prashant Mhaskar, Panagiotis D. Christofides
Fault-tolerant control of a polyethylene reactor. ACC (2006)
Prashant Mhaskar, Charles McFall, Adiwinata Gani, Panagiotis D. Christofides, James F. Davis
Fault-tolerant control of nonlinear systems: fault-detection and isolation and controller reconfiguration. ACC (2006)
Prashant Mhaskar, Adiwinata Gani, Charles McFall, Panagiotis D. Christofides, James F. Davis
Fault-Tolerant Control of Nonlinear Systems Subject to Sensor Data Losses. CDC (2006)
Stevan Dubljevic, Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
Predictive Control of Infinite Dimensional Systems. CDC (2006)
Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
Stabilization of nonlinear systems with state and control constraints using Lyapunov-based predictive control. Syst. Control. Lett. 55 (8) (2006)
Prashant Mhaskar, Adiwinata Gani, Panagiotis D. Christofides
Fault-Tolerant Control of Nonlinear Processes: Performance-Based Reconfiguration and Robustness. ACC (2006)
Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
Robust hybrid predictive control of nonlinear systems. Autom. 41 (2) (2005)
Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
Predictive control of switched nonlinear systems with scheduled mode transitions. IEEE Trans. Autom. Control. 50 (11) (2005)
Dan Shi, Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
Predictive control of particle size distribution in protein crystallization. ACC (2005)
Nael H. El-Farra, Prashant Mhaskar, Panagiotis D. Christofides
Output feedback control of switched nonlinear systems using multiple Lyapunov functions. Syst. Control. Lett. 54 (12) (2005)
Nael H. EI-Farra, Prashant Mhaskar, Panagiotis D. Christofides
Output feedback control of switched nonlinear systems using multiple Lyapunov functions. ACC (2005)
Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
Stabilization of nonlinear systems with state and control constraints using Lyapunov-based predictive control. ACC (2005)
Stevan Dubljevic, Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
Predictive control of diffusion-reaction processes. ACC (2005)
Stevan Dubljevic, Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
Predictive control of transport-reaction processes. Comput. Chem. Eng. 29 (11-12) (2005)
Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
Stabilization of switched nonlinear systems using predictive control. ACC (2004)
Nael H. El-Farra, Prashant Mhaskar, Panagiotis D. Christofides
A hybrid predictive control approach for output feedback stabilization of constrained linear systems. ACC (2004)
Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
A method for PID controller tuning using nonlinear control techniques. ACC (2004)
Nael H. El-Farra, Prashant Mhaskar, Panagiotis D. Christofides
Uniting bounded control and MPC for stabilization of constrained linear systems. Autom. 40 (1) (2004)
Stevan Dubljevic, Nael H. El-Farra, Prashant Mhaskar, Panagiotis D. Christofides
Predictive control of parabolic PDEs with state and control constraints. ACC (2004)
Nael H. El-Farra, Prashant Mhaskar, Panagiotis D. Christofides
Hybrid control: a paradigm for implementing control to nonlinear systems with guaranteed stability regions. ACC (2003)
Nael H. El-Farra, Prashant Mhaskar, Panagiotis D. Christofides
Uniting bounded control and MPC for stabilization of constrained linear systems. ACC (2002)