Optimizing photovoltaic model parameters for simulation

Photovoltaic (PV) model is used in simulation study to validate the system design of a PV system. With an accurate PV model for use in circuit orientated software, the behavior of PV array under different environmental conditions can be observed for study. In this paper, the unknown parameters of a...

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Main Authors: Soon, Jing Jun., Low, Kay-Soon.
Other Authors: School of Electrical and Electronic Engineering
Format: Conference or Workshop Item
Language:English
Published: 2013
Subjects:
Online Access:https://hdl.handle.net/10356/102620
http://hdl.handle.net/10220/16320
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1026202020-03-07T13:24:51Z Optimizing photovoltaic model parameters for simulation Soon, Jing Jun. Low, Kay-Soon. School of Electrical and Electronic Engineering IEEE International Symposium on Industrial Electronics (21st : 2012 : Hangzhou, China) DRNTU::Engineering::Computer science and engineering::Software Photovoltaic (PV) model is used in simulation study to validate the system design of a PV system. With an accurate PV model for use in circuit orientated software, the behavior of PV array under different environmental conditions can be observed for study. In this paper, the unknown parameters of a single diode PV model are identified using the Particle Swarm Optimization (PSO) approach with log barrier constraint. The proposed method has been applied to a PV module KC65T and has shown accurate modeling result. 2013-10-10T01:51:40Z 2019-12-06T20:57:43Z 2013-10-10T01:51:40Z 2019-12-06T20:57:43Z 2012 2012 Conference Paper Soon, J. J., & Low, K. S. (2012). Optimizing photovoltaic model parameters for simulation. 2012 IEEE 21st International Symposium on Industrial Electronics (ISIE), pp.1813-1818 . https://hdl.handle.net/10356/102620 http://hdl.handle.net/10220/16320 10.1109/ISIE.2012.6237367 en
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic DRNTU::Engineering::Computer science and engineering::Software
spellingShingle DRNTU::Engineering::Computer science and engineering::Software
Soon, Jing Jun.
Low, Kay-Soon.
Optimizing photovoltaic model parameters for simulation
description Photovoltaic (PV) model is used in simulation study to validate the system design of a PV system. With an accurate PV model for use in circuit orientated software, the behavior of PV array under different environmental conditions can be observed for study. In this paper, the unknown parameters of a single diode PV model are identified using the Particle Swarm Optimization (PSO) approach with log barrier constraint. The proposed method has been applied to a PV module KC65T and has shown accurate modeling result.
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
Soon, Jing Jun.
Low, Kay-Soon.
format Conference or Workshop Item
author Soon, Jing Jun.
Low, Kay-Soon.
author_sort Soon, Jing Jun.
title Optimizing photovoltaic model parameters for simulation
title_short Optimizing photovoltaic model parameters for simulation
title_full Optimizing photovoltaic model parameters for simulation
title_fullStr Optimizing photovoltaic model parameters for simulation
title_full_unstemmed Optimizing photovoltaic model parameters for simulation
title_sort optimizing photovoltaic model parameters for simulation
publishDate 2013
url https://hdl.handle.net/10356/102620
http://hdl.handle.net/10220/16320
_version_ 1681036137755312128