260 results on '"Mhaskar, Prashant"'
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2. A practically implementable reinforcement learning control approach by leveraging offset-free model predictive control
3. A Hybrid Hubspace-RNN based approach for Modelling of Non-Linear Batch Processes
4. Selecting model features that lead to linear models of bi-product distillation towers
5. Determining appropriate input excitation for model identification of a continuous bio-process
6. Linear hybrid models of distillation towers
7. Selective protein quantification on continuous chromatography equipment with limited absorbance sensing: A partial least squares and statistical wavelength selection solution
8. A novel linear hybrid model predictive control design: application to a fed batch crystallization process
9. Design and application of data driven economic model predictive control for a rotational molding process
10. Application of data-driven modeling approaches to industrial hydroprocessing units
11. Flooding and offset-free nonlinear model predictive control of a high-purity industrial ethylene splitter using a hybrid model
12. Data-Driven Modeling and Quality Control of Variable Duration Batch Processes with Discrete Inputs
13. Handling Multi-rate and Missing Data in Variable Duration Economic Model Predictive Control of Batch Processes with Application to Electric Arc Furnace Operation
14. Transition From Batch to Continuous Operation in Bio-reactors: A Model Predictive Control Approach and Application
15. Subspace-Based Model Identification of a Hydrogen Plant Startup Dynamics
16. Subspace Identification Based Modeling and Control of Batch Particulate Processes
17. Subspace Identification for Data-Driven Modeling and Quality Control of Batch Processes
18. Model Predictive Quality Control of Polymethyl Methacrylate
19. An Adaptive Data-Based Modeling Approach for Predictive Control of Batch Systems
20. Data-Driven Model Predictive Quality Control of Batch Processes
21. Multi-rate Modeling and Economic Model Predictive Control of the Electric Arc Furnace
22. Integrating Data-Based Modeling and Nonlinear Control Tools for Batch Process Control
23. Robust Model Predictive Control and Fault-Handling of Batch Processes
24. Batch Process Modeling and Control: Background
25. Safe-Steering of Batch Processes
26. Introduction
27. First Principles Based Development of Hybrid Models of Distillation Towers
28. Integration of energy systems for buildings and light industrial plants
29. Model predictive control using subspace model identification
30. Adaptive system identification of industrial ethylene splitter: A comparison of subspace identification and artificial neural networks
31. A hybrid modeling approach integrating first-principles knowledge with statistical methods for fault detection in HVAC systems
32. Integrating dynamic neural network models with principal component analysis for adaptive model predictive control
33. Integrating Dynamic Neural Network Models with Principal Component Analysis for Model Predictive Control
34. Modeling and fault diagnosis design for HVAC systems using recurrent neural networks
35. Model predictive control of uni-axial rotational molding process
36. Utilizing big data for batch process modeling and control
37. A practically implementable reinforcement learning‐based process controller design.
38. Data-Driven Modeling for Multiphase Processes: Application to a Rotomolding Process
39. Distributed fault diagnosis for networked nonlinear uncertain systems
40. Model predictive control with closed-loop re-identification
41. Heating, ventilation and air conditioning systems: Fault detection and isolation and safe parking
42. Utilizing null controllable regions to stabilize input-constrained nonlinear systems
43. Constrained control Lyapunov function-based control of nonlinear systems
44. Subspace-based model identification of a hydrogen plant startup dynamics
45. Subspace model identification and model predictive control based cost analysis of a semicontinuous distillation process
46. Are Neural Networks the Right Tool for Process Modeling and Control of Batch and Batch-like Processes?
47. Modeling and Control of Batch Processes
48. Handling Multi-rate and Missing Data in Variable Duration Economic Model Predictive Control of Batch Processes with Application to Electric Arc Furnace Operation
49. Multi-rate Modeling and Economic Model Predictive Control of the Electric Arc Furnace
50. Robust Model Predictive Control and Fault-Handling of Batch Processes
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