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Prediction of the outputs of Two-CoupledDistillation Column system by Data-Driven method

Publish Year: 1401
Type: Conference paper
Language: English
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EMAA23_001

Index date: 25 December 2022

Prediction of the outputs of Two-CoupledDistillation Column system by Data-Driven method abstract

Two-coupled distillation systems are mainly used to separate liquids from each other.Modeling and controlling these systems by model-based approaches are complex tasks, sothat’s why we used data-driven methods. Training the network is done by machine learningmethods to estimate the outputs of the system. Training is performed just by sampling theinputs and outputs data of the two-coupled distillation system, which is simulated in theMATLAB simulator. Note that, training the network is done without having a view of thesystem’s noise and disturbances. The linear regression method is used for training the model.The average training loss was 0.07.

Prediction of the outputs of Two-CoupledDistillation Column system by Data-Driven method Keywords:

Prediction of the outputs of Two-CoupledDistillation Column system by Data-Driven method authors

Saeid Poormirzaee

Department Electrical Engineering Amirkabir University of Technology Tehran, Iran

Marzie Khalili

SyLiCon Lab. ECE Department, Tarbiat Modares University, Tehran, Iran