Prashant Mhaskar
Sessions chaired or co-chaired
Modeling and Control of Energy Systems I
2015 AIChE Annual Meeting Proceedings (ISBN: 978-0-8169-1094-6)
Process Monitoring and Fault Detection I
2015 AIChE Annual Meeting Proceedings (ISBN: 978-0-8169-1094-6)
Process Monitoring and Fault Detection II
2013 AIChE Annual Meeting (ISBN: 978-0-8169-1110-3)
Authored
(684f) Multi-Rate Subspace-Based System Identification and Economic Model Predictive Control of the Electric Arc Furnace
2016 AIChE Annual Meeting (ISBN: 978-0-8169-1097-7)
(309c) Nonlinear Model Predictive Control with Explicit Performance Specification
2016 AIChE Annual Meeting (ISBN: 978-0-8169-1097-7)
(552c) Fault Detection and Isolation and Optimal Parking for HVAC Systems
2016 AIChE Annual Meeting (ISBN: 978-0-8169-1097-7)
(582g) Data-Driven Model Predictive Control of a Seeded Batch Crystallization Process
2016 AIChE Annual Meeting (ISBN: 978-0-8169-1097-7)
(359f) Development of a High Fidelity and Reduced Order Data-Driven Model of Hydrogen Plant
2016 AIChE Annual Meeting (ISBN: 978-0-8169-1097-7)
(741d) Model Predictive Control of Semicontinuous Distillation Process
2016 AIChE Annual Meeting (ISBN: 978-0-8169-1097-7)
(22d) Subspace Based Quality Control of Variable Duration Batch Processes
2016 AIChE Annual Meeting (ISBN: 978-0-8169-1097-7)
(390e) Constrained Control Lyapunov Functions: Design and Application for Nonlinear Systems
2016 AIChE Annual Meeting (ISBN: 978-0-8169-1097-7)
(663a) Actuator and Sensor Fault Isolation of Nonlinear Systems Subject to Uncertainty
2015 AIChE Annual Meeting Proceedings (ISBN: 978-0-8169-1094-6)
(162a) Offset-Free Model Predictive Control with Explicit Performance Specification
2015 AIChE Annual Meeting Proceedings (ISBN: 978-0-8169-1094-6)
(662e) Identification of a Reduced Order Data-Driven Model of a Hydrogen Production Plant
2015 AIChE Annual Meeting Proceedings (ISBN: 978-0-8169-1094-6)
(204h) Integrating Lyapunov-Based Offset-Free Model Predictive Control with Subspace Identification Methods
2015 AIChE Annual Meeting Proceedings (ISBN: 978-0-8169-1094-6)
(662a) Data-Based Modeling and Control of Batch Emulsion Polymerization
2015 AIChE Annual Meeting Proceedings (ISBN: 978-0-8169-1094-6)
(569d) Constructing Constrained Control Lyapunov Functions for Control Affine Nonlinear Systems
2015 AIChE Annual Meeting Proceedings (ISBN: 978-0-8169-1094-6)
(12h) The Stabilization of Input-Constrained Nonlinear Systems with Maximal Region of Attraction
2017 Annual Meeting (ISBN: 978-0-8169-1102-8)
(625a) Distributed Fault Diagnosis for Networked Nonlinear Uncertain Systems
2017 Annual Meeting (ISBN: 978-0-8169-1102-8)
(188aa) Uniting Lyapunov-Based MPC with Closed-Loop Subspace Identification
2017 Annual Meeting (ISBN: 978-0-8169-1102-8)
(383e) Handling Delayed and Irregular Measurements in Batch Subspace Model Identification Framework
2017 Annual Meeting (ISBN: 978-0-8169-1102-8)
(664e) Optimal Startup of Hydrogen Plant Using Data-Driven Model
2017 Annual Meeting (ISBN: 978-0-8169-1102-8)
(757e) Model Predictive Quality Control of Polymethyl Methacrylate
2013 AIChE Annual Meeting (ISBN: 978-0-8169-1110-3)
(383a) Actuator and Sensor Fault Isolation of Nonlinear Process Systems
2013 AIChE Annual Meeting (ISBN: 978-0-8169-1110-3)
(555a) Offset-Free Model Predictive Control of a Heat Pump
2013 AIChE Annual Meeting (ISBN: 978-0-8169-1110-3)
(586p) Optimization of Protein Pegylation
2013 AIChE Annual Meeting (ISBN: 978-0-8169-1110-3)
(382f) Predictive Control with Model Performance Monitoring and Re-Identification
2018 AIChE Annual Meeting (ISBN: 978-0-8169-1108-0)
(681d) Data Driven Economic Model Predictive Control for Unstable Systems
2018 AIChE Annual Meeting (ISBN: 978-0-8169-1108-0)
(629b) Model Predictive Control of a Rotational Molding Process
2018 AIChE Annual Meeting (ISBN: 978-0-8169-1108-0)
(601f) Using Data Variety for Modeling and Control of Batch Processes
2018 AIChE Annual Meeting (ISBN: 978-0-8169-1108-0)
(748b) Accommodating Missing, Non-Uniformly Sampled and Delayed Measurements for Modeling and Control of Variable Duration Batch Processes in a Subspace Identification Framework
2018 AIChE Annual Meeting (ISBN: 978-0-8169-1108-0)
(257d) Constrained Control Lyapunov Function Construction Via Approximation of Static Hamilton-Jacobi-Bellman Equations
2018 AIChE Annual Meeting (ISBN: 978-0-8169-1108-0)
(753a) A Hybrid Modelling Approach Integrating First Principles Modelling with Subspace Identification
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(199e) Integrating Data Driven Modeling with First Principles Knowledge
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(705b) Closed-Loop Dynamic Real Time Optimization with a Stable MPC Formulation
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(546d) A Hybrid Modeling Approach for Fault Detection and Isolation of HVAC Systems
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(29f) Multi-Model Based Model Predictive Control of a Rotational Molding Process
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(672d) A Decision Support Tool and Closed-Loop Startup Framework for a Hydrogen Plant
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(687h) A Model Predictive Control Framework Utilizing a Hybrid Subspace Based Model
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(674a) Hybrid Modeling Approach Integrating PLS Models with First Principles Knowledge
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(108e) Integrating Machine-Learning Methods for Adaptive Model Predictive Control Design
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(470c) Adaptive System Identification of an Industrial Ethylene Splitter: A Comparison of Subspace Identification and Artificial Neural Networks
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(470h) Subspace Based Model Identification for Missing Data
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(340k) Subspace Model Identification and Model Predictive Control of an Industrial Ethylene Splitter
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(340q) Subspace-Based Model Identification for Wastewater Treatment
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(91c) Handling Correlated Data for Artificial Neural Network (ANN)-Based Model Predictive Control (MPC) Implementations
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(91d) Application of Data Driven Techniques to Industrial Hydroprocessing Units
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(154d) Predicting the Transition Temperature of Multi-Responsive Poly(N-isopropylacrylamide)-Based Microgels Using a Cluster-Based Partial Least Squares Modelling Approach
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(11d) Subspace Based Model Identification for Batch Quality Analysis Using Missing Data Algorithms
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(235c) Dynamic Real Time Optimization with Embedded Closed-Loop Lyapunov Stabilizing MPC
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(543e) Simultaneous Hybrid Modeling of Distillation Towers with a Linear Correction Model for Different Tower Operations
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(147g) Demonstrating Mathematical Equivalence between Partial Least Squares and the Beer-Lambert Law in Estimating Protein Concentrations with Spectroscopic Data
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(612e) UV-Vis Spectroscopy-Based PLS Inferential Sensor for Detection of Host Cell Proteins in Concentrated Antibody Solution
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(675f) Advancing Real-Time Live Cell Imaging Technologies to Support the Development of Downstream Purification Processes for Therapeutic Viruses
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(12g) State Space Model Predictive Control Using Quality Variables for Batch Polymethyl Methacrylate Production
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(182g) Process Aware Data Driven Modeling and Model Predictive Control of Monoclonal Antibody Bioreactor
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(420c) Determining Appropriate Input Perturbation for an Improved Intensified Design of Experiments Approach for System Identification of a Continuous Bioprocess
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(363ad) Adaptive Economic Model Predictive Control for Batch Processes: Application to Rotational Molding Process
2022 Annual Meeting (ISBN: 978-0-8169-1118-9)
(59ad) Reinforcement Learning (RL)-Based Process Controller Design: An Implementable Approach
2023 AIChE Annual Meeting (ISBN: 978-0-8169-1120-2)
(149o) Data Driven Economic Model Predictive Control of a Rotational Molding Process
2023 AIChE Annual Meeting (ISBN: 978-0-8169-1120-2)
(317e) Design of Image Recognition-Based Model Predictive Controller for a Batch Rotational Molding Process
2023 AIChE Annual Meeting (ISBN: 978-0-8169-1120-2)
(149p) Hybrid Subspace-Rnn Based Approach for Modelling of Non-Linear Processes
2023 AIChE Annual Meeting (ISBN: 978-0-8169-1120-2)
(149s) Parameter Estimation for Bioprocesses Cognizant of Measurement Noise Distribution
2023 AIChE Annual Meeting (ISBN: 978-0-8169-1120-2)
(389h) Selective Protein Quantification on Continuous Chromatography Equipment with Limited Absorbance Sensing: A PLS and Statistical Wavelength Selection Solution
2023 AIChE Annual Meeting (ISBN: 978-0-8169-1120-2)
(149w) Parameter Estimation in Bioprocesses Using Bayesian Inference
2023 AIChE Annual Meeting (ISBN: 978-0-8169-1120-2)
(433g) Integrating Koopman Operator with Subspace Identification for Model Predictive Control (MPC) Design
2023 AIChE Annual Meeting (ISBN: 978-0-8169-1120-2)
(149y) Physics-Informed Neural Networks (PINNs) for Process Systems with Model Plant Mismatch
2023 AIChE Annual Meeting (ISBN: 978-0-8169-1120-2)
(59ar) Designing pH-Temperature Responsive Microgels with Targeted Transition Temperature Using a Novel Partial Least Squares (PLS) Model Inversion Technique
2023 AIChE Annual Meeting (ISBN: 978-0-8169-1120-2)
Associated proceedings
2016 AIChE Annual Meeting
2015 AIChE Annual Meeting Proceedings
2017 Annual Meeting
2013 AIChE Annual Meeting
2018 AIChE Annual Meeting
2019 AIChE Annual Meeting
2020 Virtual AIChE Annual Meeting
2022 Annual Meeting
2023 AIChE Annual Meeting