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Recent publications can be downloaded here ​

Distillation Column

Optimal Energy Consumption of the Distillation Process and Its Product Purity Analysis
Using Ultraviolet Spectroscopy
Parameter Estimation and an Extended Predictive-Based Tuning Method for a Lab-Scale
Distillation Column
Managing quality by design for sustainable performance in the process industry
Open Loop data set of Distillation Column for modeling
Non-Square Distillation Column

UAV – Quadrotor

Nonlinear Dynamic Modeling of a Quadrotor and Its Control Using Sliding Mode Controller

Machine Learning

Machine Learning Based Fault Classification in Pilot Plant Batch Reactor: Using Support
Vector Machine
CNN-LSTM-Based Nonlinear Model Predictive Controller for Temperature Trajectory
Tracking in a Batch Reactor

Batch Reactor

Data-Driven Modeling of a Pilot Plant Batch Reactor and Validation of a Nonlinear Model
Predictive Controller for Dynamic Temperature Profile Tracking
Development and Validation of Advanced Nonlinear Predictive Control Algorithms for Trajectory
Tracking in Batch Polymerization
Wiener-Neural-Network-Based Modeling and Validation of Generalized Predictive Control on a
Laboratory-Scale Batch Reactor
Neural Network-Based Hammerstein Model Identification of a Lab-Scale Batch Reactor

Batch Reactor Dynamics

MATLAB codes
Python Environment
Reference Trajectory to be used in closed loop

Varying Fc by keeping H constant for recording Tr and Tj (Open Loop)

Test Signal Data

Date set with H and Fc varying for recording Tr and Tj

Data set

Continuous Stirred Tank Reactor (CSTR)

Open Loop data set of CSTR Setup for modeling

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