Prashant Mhaskar

100 papers C 56Journal 42Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Dynamic scheduling and control of a single column chromatography process for integrated continuous bioprocessing. Comput. Chem. Eng. Ian A. Gough, Brandon Corbett, Jake Raycraft, Prashant Mhaskar, Chris McCready, David R. Latulippe, Christopher L. E. Swartz
2025	J	`jnl`	A practical reinforcement learning control design for nonlinear systems with input and output constraints. Comput. Chem. Eng. Hesam Hassanpour, Brandon Corbett, Prashant Mhaskar
2025	J	`jnl`	Fast-tracking design space identification with the prediction reliability enhancing parameter (PREP). Comput. Chem. Eng. Seyed Saeid Tayebi, Todd Hoare, Prashant Mhaskar
2025	J	`jnl`	Implementing Recurrent Neural Networks in Process Systems Engineering applications, the right way! Comput. Chem. Eng. Aswin Chandrasekar, Tyler Wortley, Euan Bohm, Prashant Mhaskar
2024	C	`conf`	A Practical Reinforcement Learning (RL) Controller Design for Nonlinear Systems. ACC Hesam Hassanpour, Prashant Mhaskar, Brandon Corbett
2024	J	`jnl`	A hybrid clustering approach integrating first-principles knowledge with data for fault detection in HVAC systems. Comput. Chem. Eng. Hesam Hassanpour, Amir H. Hamedi, Prashant Mhaskar, John M. House, Timothy I. Salsbury
2024	J	`jnl`	A practically implementable reinforcement learning control approach by leveraging offset-free model predictive control. Comput. Chem. Eng. Hesam Hassanpour, Prashant Mhaskar, Brandon Corbett
2024	C	`conf`	Construction of Robust NCR for Input-Constrained Discrete Nonlinear Systems Using Backward Reachability. ACC Ashish Kothyari, Addyay Banerjee, Prashant Mhaskar
2024	C	`conf`	Data-Driven Modeling and Control of Semicontinuous Distillation Process. ACC Sakthi Prasanth Aenugula, Aswin Chandrasekar, Prashant Mhaskar, Thomas A. Adams II
2024	J	`jnl`	Minimizing total annualized cost per tonne of feed processed of a semicontinuous distillation process utilizing data-driven model predictive control. Comput. Chem. Eng. Sakthi Prasanth Aenugula, Aswin Chandrasekar, Prashant Mhaskar, Thomas A. Adams II
2023	J	`jnl`	A hybrid control design for stabilisation of nonlinear systems from the null controllable region. Int. J. Control Maaz Mahmood, Tyler Homer, Prashant Mhaskar
2023	J	`jnl`	Linear hybrid models of distillation towers. Comput. Chem. Eng. Carlos Rodriguez, Prashant Mhaskar, Vladimir Mahalec
2022	C	`conf`	Application of Economic Model Predictive Control on a Lab Scale Rotomolding Process. ACC Aswin Chandrasekar, Abhinav Garg, Hassan A. Abdulhussain, Vladimir Gritsichine, Michael R. Thompson, Prashant Mhaskar
2022	C	`conf`	Data Driven Modeling and Model Predictive Control of Bioreactor for Production of Monoclonal Antibodies. ACC Samardeep Sarna, Nikesh Patel, Prashant Mhaskar, Brandon Corbett, Chris McCready
2022	J	`jnl`	Design and application of data driven economic model predictive control for a rotational molding process. Comput. Chem. Eng. Aswin Chandrasekar, Abhinav Garg, Hassan A. Abdulhussain, Vladimir Gritsichine, Michael R. Thompson, Prashant Mhaskar
2021	J	`jnl`	Adaptive system identification of industrial ethylene splitter: A comparison of subspace identification and artificial neural networks. Comput. Chem. Eng. Mahir Jalanko, Yoel Sanchez, Vladimir Mahalec, Prashant Mhaskar
2021	J	`jnl`	Flooding and offset-free nonlinear model predictive control of a high-purity industrial ethylene splitter using a hybrid model. Comput. Chem. Eng. Mahir Jalanko, Yoel Sanchez, Prashant Mhaskar, Vladimir Mahalec
2021	J	`jnl`	Model predictive control using subspace model identification. Comput. Chem. Eng. Nikesh Patel, Brandon Corbett, Prashant Mhaskar
2020	J	`jnl`	A hybrid modeling approach integrating first-principles knowledge with statistical methods for fault detection in HVAC systems. Comput. Chem. Eng. Hesam Hassanpour, Prashant Mhaskar, John M. House, Timothy I. Salsbury
2019	C	`conf`	Constrained control Lyapunov function construction via approximation of static Hamilton-Jacobi-Bellman equations. ACC Tyler Homer, Prashant Mhaskar
2019	C	`conf`	Data-Driven Control of Rotational Molding Process. ACC Abhinav Garg, Felipe P. C. Gomes, Prashant Mhaskar, Michael R. Thompson
2019	J	`jnl`	Model predictive control of uni-axial rotational molding process. Comput. Chem. Eng. Abhinav Garg, Felipe P. C. Gomes, Prashant Mhaskar, Michael R. Thompson
2019	J	`jnl`	Modeling and fault diagnosis design for HVAC systems using recurrent neural networks. Comput. Chem. Eng. Hadi Shahnazari, Prashant Mhaskar, John M. House, Timothy I. Salsbury
2018	J	`jnl`	Distributed fault diagnosis for networked nonlinear uncertain systems. Comput. Chem. Eng. Hadi Shahnazari, Prashant Mhaskar
2018	C	`conf`	Fault diagnosis design for heating, ventilation and air conditioning systems. ACC Hadi Shahnazari, Prashant Mhaskar, John M. House, Tim Salsbury
2018	C	`conf`	Handling Nonlinearity in Model Predictive Control with Explicit Performance Specification. ACC Masoud Kheradmandi, Prashant Mhaskar
2018	J	`jnl`	Heating, ventilation and air conditioning systems: Fault detection and isolation and safe parking. Comput. Chem. Eng. Hadi Shahnazari, Prashant Mhaskar, John M. House, Timothy I. Salsbury
2018	C	`conf`	Lyapunov-based Economic Model Predictive Control of Stochastic Nonlinear Systems. ACC Zhe Wu, Junfeng Zhang, Zhihao Zhang, Fahad Albalawi, Helen Durand, Maaz Mahmood, Prashant Mhaskar, Panagiotis D. Christofides
2018	J	`jnl`	Model predictive control with closed-loop re-identification. Comput. Chem. Eng. Masoud Kheradmandi, Prashant Mhaskar
2018	J	`jnl`	Output-Feedback Lyapunov-Based Predictive Control of Stochastic Nonlinear Systems. IEEE Trans. Autom. Control. Tyler Homer, Prashant Mhaskar
2018	C	`conf`	Using Null Controllable Regions to Stabilize Nonlinear Systems. ACC Tyler Homer, Prashant Mhaskar
2018	J	`jnl`	Utilizing big data for batch process modeling and control. Comput. Chem. Eng. Abhinav Garg, Prashant Mhaskar
2018	J	`jnl`	Utilizing big data for batch process modeling and control. Comput. Electr. Eng. Abhinav Garg, Prashant Mhaskar
2018	J	`jnl`	Utilizing null controllable regions to stabilize input-constrained nonlinear systems. Comput. Chem. Eng. Tyler Homer, Prashant Mhaskar
2017	J	`jnl`	Constrained control Lyapunov function-based control of nonlinear systems. Syst. Control. Lett. Tyler Homer, Prashant Mhaskar
2017	C	`conf`	Development of a high fidelity and subspace identification model of a hydrogen plant startup dynamics. ACC Abhinav Garg, Brandon Corbett, Prashant Mhaskar, Gangshi Hu, Jesus Flores-Cerrillo
2017	C	`conf`	Handling multi-rate and missing data in system identification. ACC Mudassir M. Rashid, Prashant Mhaskar, Christopher L. E. Swartz
2017	C	`conf`	Quality control of variable duration batch processes via subspace identification. ACC Brandon Corbett, Prashant Mhaskar
2017	C	`conf`	Subspace identification and predictive control of batch particulate processes. ACC Abhinav Garg, Prashant Mhaskar
2017	J	`jnl`	Subspace model identification and model predictive control based cost analysis of a semicontinuous distillation process. Comput. Chem. Eng. Vida Meidanshahi, Brandon Corbett, Thomas A. Adams II, Prashant Mhaskar
2017	J	`jnl`	Subspace-based model identification of a hydrogen plant startup dynamics. Comput. Chem. Eng. Abhinav Garg, Brandon Corbett, Prashant Mhaskar, Gangshi Hu, Jesus Flores-Cerrillo
2016	C	`conf`	Data-driven quality control of batch processes via subspace identification. ACC Brandon Corbett, Prashant Mhaskar
2016	C	`conf`	Economic model predictive control of the electric arc furnace using data-driven multi-rate models. ACC Mudassir M. Rashid, Prashant Mhaskar, Christopher L. E. Swartz
2016	C	`conf`	Simultaneous actuator and sensor fault isolation of nonlinear systems subject to uncertainty. ACC Hadi Shahnazari, Prashant Mhaskar
2015	C	`conf`	Detecting and isolating sensor and actuator faults in solution copolymerization of MMA and VAc process. ACC Hadi Shahnazari, Prashant Mhaskar
2015	J	`jnl`	Model Predictive Quality Control of Polymethyl Methacrylate. IEEE Trans. Control. Syst. Technol. Brandon Corbett, Brian MacDonald, Prashant Mhaskar
2015	C	`conf`	Output feedback model predictive control of stochastic nonlinear systems. ACC Tyler Homer, Prashant Mhaskar
2014	J	`jnl`	Isolation and handling of sensor faults in nonlinear systems. Autom. Miao Du, Prashant Mhaskar
2014	C	`conf`	Lyapunov-based offset-free model predictive control of nonlinear systems. ACC Buddhadeva Das, Prashant Mhaskar
2014	C	`conf`	Offset-free model predictive controller of a heat pump. ACC Matt Wallace, Prashant Mhaskar, John M. House, Tim Salsbury
2013	C	`conf`	Actuator and sensor fault isolation of nonlinear systems. ACC Miao Du, James Scott, Prashant Mhaskar
2013	J	`jnl`	Data-Based Modeling and Control of Nylon-6, 6 Batch Polymerization. IEEE Trans. Control. Syst. Technol. Siam Aumi, Brandon Corbett, Prashant Mhaskar, Tracy Clarke-Pringle
2013	C	`conf`	Model predictive quality control of Polymethyl methacrylate. ACC Brandon Corbett, Brian MacDonald, Prashant Mhaskar
2013	J	`jnl`	Predictive control methods to improve energy efficiency and reduce demand in buildings. Comput. Chem. Eng. Tim Salsbury, Prashant Mhaskar, Si-Zhao Joe Qin
2012	C	`conf`	Active fault isolation of nonlinear systems. ACC Miao Du, Prashant Mhaskar
2012	C	`conf`	Adaptive data-based model predictive control of batch systems. ACC Siam Aumi, Prashant Mhaskar
2012	C	`conf`	Isolation and handling of sensor faults in nonlinear systems. ACC Miao Du, Prashant Mhaskar
2012	J	`jnl`	Lyapunov-based model predictive control of stochastic nonlinear systems. Autom. Maaz Mahmood, Prashant Mhaskar
2012	C	`conf`	Model predictive quality control of batch processes. ACC Siam Aumi, Brandon Corbett, Prashant Mhaskar
2012	C	`conf`	Offset-free model predictive controller for Vapor Compression Cycle. ACC Matt Wallace, Buddhadeva Das, Prashant Mhaskar, John M. House, Tim Salsbury
2011	J	`jnl`	A safe-parking and safe-switching framework for fault-tolerant control of switched nonlinear systems. Int. J. Control Miao Du, Prashant Mhaskar
2011	C	`conf`	Data-based modeling and control of nylon-6, 6 batch polymerization. ACC Siam Aumi, Brandon Corbett, Prashant Mhaskar
2011	C	`conf`	Fault detection and isolation and safe-parking of networked systems. ACC Miao Du, Rahul Gandhi, Prashant Mhaskar
2011	C	`conf`	Integrated fault diagnosis and robust safe-parking for fault-tolerant control of nonlinear systems. ACC Miao Du, Jake Nease, Prashant Mhaskar
2011	C	`conf`	Integrating data-based modeling and nonlinear control tools for batch process control. ACC Siam Aumi, Prashant Mhaskar
2011	J	`jnl`	On Constructing Constrained Control Lyapunov Functions for Linear Systems. IEEE Trans. Autom. Control. Maaz Mahmood, Prashant Mhaskar
2010	C	`conf`	On constructing constrained control Lyapunov functions for linear systems. ACC Maaz Mahmood, Prashant Mhaskar
2010	C	`conf`	Robust model predictive control & fault-handling of batch processes. ACC Siam Aumi, Prashant Mhaskar
2010	C	`conf`	Uniting Safe-parking and reconfiguration-based approaches for fault-tolerant control of switched nonlinear systems. ACC Miao Du, Prashant Mhaskar
2009	C	`conf`	A Safe-parking framework for plant-wide fault-tolerant control. ACC Rahul Gandhi, Prashant Mhaskar
2009	C	`conf`	Latent Variable MPC for trajectory tracking in batch processes: Role of the model structure. ACC Masoud Golshan, John F. MacGregor, Mark-John Bruwer, Prashant Mhaskar
2008	C	`conf`	Enhanced stability regions for model predictive control of nonlinear process systems. ACC Maaz Mahmood, Prashant Mhaskar
2008	J	`jnl`	Isolation and handling of actuator faults in nonlinear systems. Autom. Prashant Mhaskar, Charles McFall, Adiwinata Gani, Panagiotis D. Christofides, James F. Davis
2008	C	`conf`	Safe-parking of nonlinear process systems. ACC Rahul Gandhi, Prashant Mhaskar
2008	J	`jnl`	Safe-parking of nonlinear process systems. Comput. Chem. Eng. Rahul Gandhi, Prashant Mhaskar
2008	J	`jnl`	Special issue on "Control of networked and complex process systems". Comput. Chem. Eng. Nael H. El-Farra, Prashant Mhaskar
2007	C	`conf`	Control of a Polyethylene Reactor: Handling Sensor Faults. ACC Adiwinata Gani, Prashant Mhaskar, Panagiotis D. Christofides
2007	C	`conf`	Predictive Control of Switched Nonlinear Systems: Satisfying Uncertain Schedules Subject to State and Control Constraints. ACC Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
2007	C	`conf`	Robust Model Predictive Control of Nonlinear Systems: Handling Rate Constraints. ACC Prashant Mhaskar, Andrew Kennedy
2006	C	`conf`	Fault-Tolerant Control of Nonlinear Processes: Performance-Based Reconfiguration and Robustness. ACC Prashant Mhaskar, Adiwinata Gani, Panagiotis D. Christofides
2006	—	`conf`	Fault-Tolerant Control of Nonlinear Systems Subject to Sensor Data Losses. CDC Prashant Mhaskar, Adiwinata Gani, Charles McFall, Panagiotis D. Christofides, James F. Davis
2006	C	`conf`	Fault-tolerant control of a polyethylene reactor. ACC Adiwinata Gani, Prashant Mhaskar, Panagiotis D. Christofides
2006	C	`conf`	Fault-tolerant control of nonlinear systems: fault-detection and isolation and controller reconfiguration. ACC Prashant Mhaskar, Charles McFall, Adiwinata Gani, Panagiotis D. Christofides, James F. Davis
2006	—	`conf`	Predictive Control of Infinite Dimensional Systems. CDC Stevan Dubljevic, Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
2006	J	`jnl`	Stabilization of nonlinear systems with state and control constraints using Lyapunov-based predictive control. Syst. Control. Lett. Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
2005	C	`conf`	Output feedback control of switched nonlinear systems using multiple Lyapunov functions. ACC Nael H. EI-Farra, Prashant Mhaskar, Panagiotis D. Christofides
2005	J	`jnl`	Output feedback control of switched nonlinear systems using multiple Lyapunov functions. Syst. Control. Lett. Nael H. El-Farra, Prashant Mhaskar, Panagiotis D. Christofides
2005	C	`conf`	Predictive control of diffusion-reaction processes. ACC Stevan Dubljevic, Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
2005	C	`conf`	Predictive control of particle size distribution in protein crystallization. ACC Dan Shi, Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
2005	J	`jnl`	Predictive control of switched nonlinear systems with scheduled mode transitions. IEEE Trans. Autom. Control. Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
2005	J	`jnl`	Predictive control of transport-reaction processes. Comput. Chem. Eng. Stevan Dubljevic, Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
2005	J	`jnl`	Robust hybrid predictive control of nonlinear systems. Autom. Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
2005	C	`conf`	Stabilization of nonlinear systems with state and control constraints using Lyapunov-based predictive control. ACC Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
2004	C	`conf`	A hybrid predictive control approach for output feedback stabilization of constrained linear systems. ACC Nael H. El-Farra, Prashant Mhaskar, Panagiotis D. Christofides
2004	C	`conf`	A method for PID controller tuning using nonlinear control techniques. ACC Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
2004	C	`conf`	Predictive control of parabolic PDEs with state and control constraints. ACC Stevan Dubljevic, Nael H. El-Farra, Prashant Mhaskar, Panagiotis D. Christofides
2004	C	`conf`	Stabilization of switched nonlinear systems using predictive control. ACC Prashant Mhaskar, Nael H. El-Farra, Panagiotis D. Christofides
2004	J	`jnl`	Uniting bounded control and MPC for stabilization of constrained linear systems. Autom. Nael H. El-Farra, Prashant Mhaskar, Panagiotis D. Christofides
2003	C	`conf`	Hybrid control: a paradigm for implementing control to nonlinear systems with guaranteed stability regions. ACC Nael H. El-Farra, Prashant Mhaskar, Panagiotis D. Christofides
2002	C	`conf`	Uniting bounded control and MPC for stabilization of constrained linear systems. ACC Nael H. El-Farra, Prashant Mhaskar, Panagiotis D. Christofides