Parameter identification of a coupled tank liquid evel system via particle swarm optimization

This project focuses on obtaining a mathematical equation for a coupled tank liquid level system. The aim of this project is to identify and obtain the mathematical modeling utilizing Particle Swarm Optimization (PSO). The level of water in each tank is monitored by a capacitive-type probe. Signal c...

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Main Author:	Nur Azmina, Othman
Format:	Undergraduates Project Papers
Language:	English
Published:	2009
Subjects:	TJ Mechanical engineering and machinery
Online Access:	http://umpir.ump.edu.my/id/eprint/1964/ http://umpir.ump.edu.my/id/eprint/1964/ http://umpir.ump.edu.my/id/eprint/1964/1/Nur_Azmina_%28_CD_5373_%29.pdf

id	ump-1964
recordtype	eprints
spelling	ump-19642015-03-03T07:53:50Z http://umpir.ump.edu.my/id/eprint/1964/ Parameter identification of a coupled tank liquid evel system via particle swarm optimization Nur Azmina, Othman TJ Mechanical engineering and machinery This project focuses on obtaining a mathematical equation for a coupled tank liquid level system. The aim of this project is to identify and obtain the mathematical modeling utilizing Particle Swarm Optimization (PSO). The level of water in each tank is monitored by a capacitive-type probe. Signal conditioning circuits convert the measured capacitance (a function of the water level) to electrical signals in the range 0 to +5 Volt DC. Output from simulated and modeling performance are compared until n set number of iteration for error less output. The fitness function which equal to the sum of errors less square over number of iteration is later used in Visual Basic. Using Visual Basic, a GUI is developed to analyze and display both performances in terms of graph. In addition, both performances are also analyzed in terms of its transient and steady-state responses. The obtained mathematical equation can further be used for controller development such as by simulation in MATLAB/Simulink 2009-12 Undergraduates Project Papers NonPeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/1964/1/Nur_Azmina_%28_CD_5373_%29.pdf Nur Azmina, Othman (2009) Parameter identification of a coupled tank liquid evel system via particle swarm optimization. Faculty of Electrical & Electronic Engineering, Universiti Malaysia Pahang. http://iportal.ump.edu.my/lib/item?id=chamo:55169&theme=UMP2
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	TJ Mechanical engineering and machinery
spellingShingle	TJ Mechanical engineering and machinery Nur Azmina, Othman Parameter identification of a coupled tank liquid evel system via particle swarm optimization
description	This project focuses on obtaining a mathematical equation for a coupled tank liquid level system. The aim of this project is to identify and obtain the mathematical modeling utilizing Particle Swarm Optimization (PSO). The level of water in each tank is monitored by a capacitive-type probe. Signal conditioning circuits convert the measured capacitance (a function of the water level) to electrical signals in the range 0 to +5 Volt DC. Output from simulated and modeling performance are compared until n set number of iteration for error less output. The fitness function which equal to the sum of errors less square over number of iteration is later used in Visual Basic. Using Visual Basic, a GUI is developed to analyze and display both performances in terms of graph. In addition, both performances are also analyzed in terms of its transient and steady-state responses. The obtained mathematical equation can further be used for controller development such as by simulation in MATLAB/Simulink
format	Undergraduates Project Papers
author	Nur Azmina, Othman
author_facet	Nur Azmina, Othman
author_sort	Nur Azmina, Othman
title	Parameter identification of a coupled tank liquid evel system via particle swarm optimization
title_short	Parameter identification of a coupled tank liquid evel system via particle swarm optimization
title_full	Parameter identification of a coupled tank liquid evel system via particle swarm optimization
title_fullStr	Parameter identification of a coupled tank liquid evel system via particle swarm optimization
title_full_unstemmed	Parameter identification of a coupled tank liquid evel system via particle swarm optimization
title_sort	parameter identification of a coupled tank liquid evel system via particle swarm optimization
publishDate	2009
url	http://umpir.ump.edu.my/id/eprint/1964/ http://umpir.ump.edu.my/id/eprint/1964/ http://umpir.ump.edu.my/id/eprint/1964/1/Nur_Azmina_%28_CD_5373_%29.pdf
first_indexed	2023-09-18T21:55:21Z
last_indexed	2023-09-18T21:55:21Z
_version_	1777414042542931968

Parameter identification of a coupled tank liquid evel system via particle swarm optimization

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