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A maximum power point tracking algorithm based on gradient descent method

Solar energy is considered as one of the most effective, less expensive, harmless and less environment pollution effect of renewable energy sources, the problem of using solar power including varying weather condition brings different output power of the photovoltaic (PV) array, which may cause a se...

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Main Authors:	Jianpo Zhang, Tao Wang, Huijuan Ran
Format:	Conference Proceeding
Language:	English
Subjects:	Analytical models Character generation Gradient Descent Method Mathematical model Maximum Power Point Tracking (MPPT) Photovoltaic (PV) Pollution Power generation Radio access networks Renewable energy resources Solar energy Solar power generation Variable Step Voltage
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creator	Jianpo Zhang Tao Wang Huijuan Ran
description	Solar energy is considered as one of the most effective, less expensive, harmless and less environment pollution effect of renewable energy sources, the problem of using solar power including varying weather condition brings different output power of the photovoltaic (PV) array, which may cause a serious waste of solar power, for solving this problem, a Maximum Power Point Tracking (MPPT) strategy is always required to make PV array keep giving maximum power under different environment condition. In this paper, a variable step MPPT based on gradient descent method is proposed for faster and more precise tracking process, a model based on matlab/simulink was established to analysis the performance of the proposed MPPT strategy, simulation results prove that this MPPT method is practical with a better performance than the traditional strategies.
doi_str_mv	10.1109/PES.2009.5275737
format	conference_proceeding
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In this paper, a variable step MPPT based on gradient descent method is proposed for faster and more precise tracking process, a model based on matlab/simulink was established to analysis the performance of the proposed MPPT strategy, simulation results prove that this MPPT method is practical with a better performance than the traditional strategies.</description><identifier>ISSN: 1932-5517</identifier><identifier>ISBN: 9781424442416</identifier><identifier>ISBN: 1424442419</identifier><identifier>DOI: 10.1109/PES.2009.5275737</identifier><language>eng</language><publisher>IEEE</publisher><subject>Analytical models ; Character generation ; Gradient Descent Method ; Mathematical model ; Maximum Power Point Tracking (MPPT) ; Photovoltaic (PV) ; Pollution ; Power generation ; Radio access networks ; Renewable energy resources ; Solar energy ; Solar power generation ; Variable Step ; Voltage</subject><ispartof>2009 IEEE Power & Energy Society General Meeting, 2009, p.1-5</ispartof><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/5275737$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>309,310,780,784,789,790,2056,27923,54918</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/5275737$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Jianpo Zhang</creatorcontrib><creatorcontrib>Tao Wang</creatorcontrib><creatorcontrib>Huijuan Ran</creatorcontrib><title>A maximum power point tracking algorithm based on gradient descent method</title><title>2009 IEEE Power & Energy Society General Meeting</title><addtitle>PES</addtitle><description>Solar energy is considered as one of the most effective, less expensive, harmless and less environment pollution effect of renewable energy sources, the problem of using solar power including varying weather condition brings different output power of the photovoltaic (PV) array, which may cause a serious waste of solar power, for solving this problem, a Maximum Power Point Tracking (MPPT) strategy is always required to make PV array keep giving maximum power under different environment condition. 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In this paper, a variable step MPPT based on gradient descent method is proposed for faster and more precise tracking process, a model based on matlab/simulink was established to analysis the performance of the proposed MPPT strategy, simulation results prove that this MPPT method is practical with a better performance than the traditional strategies.</abstract><pub>IEEE</pub><doi>10.1109/PES.2009.5275737</doi><tpages>5</tpages></addata></record>
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identifier	ISSN: 1932-5517
ispartof	2009 IEEE Power & Energy Society General Meeting, 2009, p.1-5
issn	1932-5517
language	eng
recordid	cdi_ieee_primary_5275737
source	IEEE Electronic Library (IEL) Conference Proceedings
subjects	Analytical models Character generation Gradient Descent Method Mathematical model Maximum Power Point Tracking (MPPT) Photovoltaic (PV) Pollution Power generation Radio access networks Renewable energy resources Solar energy Solar power generation Variable Step Voltage
title	A maximum power point tracking algorithm based on gradient descent method
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