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System identification of heat exchanger using generalized poisson moment functional (GPMF)

Othman, Nurul Hasanah (2014) System identification of heat exchanger using generalized poisson moment functional (GPMF). Masters thesis, Universiti Tun Hussein Onn Malaysia.

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Abstract

This project present a system identification of heat exchanger using Generalized Poisson Moment Functional (GPMF) method based on Instrumental Variable (IV) algorithm and Least Square. The purpose of this project is to develop a mathematical model from input-output data that properly represents the heat exchanger QAD BDT 921 system characteristics.The MATLAB coding consists of data pre-processing, parameter estimation, model validation and model simulation. A validation process had been implemented. Simulation process based on the estimated mathematical model was performed to analyze the dynamic behaviours of the model. The comparison between IV and Least Square Estimator is performed to compare the accurate estimation. From the simulation results and analysis, it could be concluded that the model obtained is reliable.

Item Type: Thesis (Masters)
Subjects: T Technology > TJ Mechanical engineering and machinery > TJ255-265 Heat engines
Depositing User: Normajihan Abd. Rahman
Date Deposited: 25 Jun 2014 07:48
Last Modified: 25 Jun 2014 07:48
URI: http://eprints.uthm.edu.my/id/eprint/5534
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