A New Method for MPPT Algorithm Implementation and Testing, Suitable for Photovoltaic Cells

The goal of this paper is to present an implementation method for a Maximum Power Point Tracking (MPPT) algorithm using an electronic load and custom designed LabView software. The aim is to facilitate the testing of the algorithm in laboratory conditions, before it can be used in the real world, im...

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Published inAdvances in Electrical and Computer Engineering Vol. 18; no. 3; pp. 53 - 60
Main Authors SFIRAT, A., GONTEAN, A., BULARKA, S.
Format Journal Article
LanguageEnglish
Published Suceava Stefan cel Mare University of Suceava 01.08.2018
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ISSN1582-7445
1844-7600
1844-7600
DOI10.4316/AECE.2018.03008

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Abstract The goal of this paper is to present an implementation method for a Maximum Power Point Tracking (MPPT) algorithm using an electronic load and custom designed LabView software. The aim is to facilitate the testing of the algorithm in laboratory conditions, before it can be used in the real world, improving development time, facilitating cost reduction and offering confidence in the design. This paper analyses the most suitable MPPT algorithms for testing purposes and suggests a complete software and hardware implementation for hardware in the loop testing which can facilitate in-depth evaluation of different algorithms. In order to replicate realistic stimuli for the MPPT algorithm, a solar array simulator has been designed. Using the proposed method, the performance of various MPPT algorithms for different atmospheric conditions can be evaluated. The hardware and software setup have been tested and validated in laboratory conditions. The experimental results have validated the proposed evaluation method and the good dynamic response of the MPPT algorithm. Index Terms--algorithms, maximum power point trackers, photovoltaic cells, simulation, solar energy.
AbstractList The goal of this paper is to present an implementation method for a Maximum Power Point Tracking (MPPT) algorithm using an electronic load and custom designed LabView software. The aim is to facilitate the testing of the algorithm in laboratory conditions, before it can be used in the real world, improving development time, facilitating cost reduction and offering confidence in the design. This paper analyses the most suitable MPPT algorithms for testing purposes and suggests a complete software and hardware implementation for hardware in the loop testing which can facilitate in-depth evaluation of different algorithms. In order to replicate realistic stimuli for the MPPT algorithm, a solar array simulator has been designed. Using the proposed method, the performance of various MPPT algorithms for different atmospheric conditions can be evaluated. The hardware and software setup have been tested and validated in laboratory conditions. The experimental results have validated the proposed evaluation method and the good dynamic response of the MPPT algorithm.
The goal of this paper is to present an implementation method for a Maximum Power Point Tracking (MPPT) algorithm using an electronic load and custom designed LabView software. The aim is to facilitate the testing of the algorithm in laboratory conditions, before it can be used in the real world, improving development time, facilitating cost reduction and offering confidence in the design. This paper analyses the most suitable MPPT algorithms for testing purposes and suggests a complete software and hardware implementation for hardware in the loop testing which can facilitate in-depth evaluation of different algorithms. In order to replicate realistic stimuli for the MPPT algorithm, a solar array simulator has been designed. Using the proposed method, the performance of various MPPT algorithms for different atmospheric conditions can be evaluated. The hardware and software setup have been tested and validated in laboratory conditions. The experimental results have validated the proposed evaluation method and the good dynamic response of the MPPT algorithm. Index Terms--algorithms, maximum power point trackers, photovoltaic cells, simulation, solar energy.
Audience Academic
Author GONTEAN, A.
SFIRAT, A.
BULARKA, S.
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Cites_doi 10.1016/j.solener.2010.03.012
10.1049/iet-rpg.2013.0094
10.1049/ip-epa:19990116
10.1049/ip-gtd:19951577
10.3390/en11010036
10.2174/1876973X01508010183
10.1109/TPEL.2009.2013862
10.1109/TEC.2006.874230
10.1002/pip.459
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References Gontean (10.3390/en11010036) 2018; 11
Dey (10.1109/IEMCON.2016.7746318) 2016
Gow (10.1049/ip-epa:19990116) 1999; 146
Villalva (10.1109/TPEL.2009.2013862) 2009; 24
Ramani (10.1109/ICCPCT.2017.8074198) 2017
Unlu (10.1109/ICRERA.2016.7884459) 2016
Gautam (10.1109/ICRERA.2016.7884494) 2016
Xiaodong (10.2174/1876973X01508010183) 2015; 8
Wellawatta (10.1109/ECCE.2017.8096448) 2017
Esram (10.1109/TEC.2006.874230) 2007; 22
Banu (10.1109/ATEE.2013.6563483) 2013
Teo (10.1109/ICAIET.2014.48) 2014
Hohm (10.1002/pip.459) 2003; 11
Rahman (10.1049/iet-rpg.2013.0094) 2014; 8
Kim (10.1016/j.solener.2010.03.012) 2010; 84
Hussein (10.1049/ip-gtd:19951577) 1995; 142
Rajesh (10.1109/ISIE.2014.6864975) 2014
References_xml – start-page: 2291
  year: 2014
  ident: 10.1109/ISIE.2014.6864975
– volume: 84
  start-page: 1008
  year: 2010
  ident: 10.1016/j.solener.2010.03.012
  publication-title: Solar Energy
  doi: 10.1016/j.solener.2010.03.012
– volume: 8
  start-page: 217
  year: 2014
  ident: 10.1049/iet-rpg.2013.0094
  publication-title: IET Renewable Power Generation
  doi: 10.1049/iet-rpg.2013.0094
– start-page: 2305
  year: 2017
  ident: 10.1109/ECCE.2017.8096448
– volume: 146
  start-page: 193
  year: 1999
  ident: 10.1049/ip-epa:19990116
  publication-title: IEE Proceedings - Electric Power Applications
  doi: 10.1049/ip-epa:19990116
– start-page: 1
  year: 2017
  ident: 10.1109/ICCPCT.2017.8074198
– volume: 142
  start-page: 59
  year: 1995
  ident: 10.1049/ip-gtd:19951577
  publication-title: IEE Proceedings - Generation, Transmission and Distribution
  doi: 10.1049/ip-gtd:19951577
– start-page: 1
  year: 2016
  ident: 10.1109/IEMCON.2016.7746318
– volume: 11
  start-page: 36
  year: 2018
  ident: 10.3390/en11010036
  publication-title: Energies
  doi: 10.3390/en11010036
– volume: 8
  start-page: 183
  year: 2015
  ident: 10.2174/1876973X01508010183
  publication-title: The Open Fuels & Energy Science Journal
  doi: 10.2174/1876973X01508010183
– volume: 24
  start-page: 1198
  year: 2009
  ident: 10.1109/TPEL.2009.2013862
  publication-title: IEEE Transactions on Power Electronics
  doi: 10.1109/TPEL.2009.2013862
– volume: 22
  start-page: 439
  year: 2007
  ident: 10.1109/TEC.2006.874230
  publication-title: IEEE Transactions on Energy Conversion
  doi: 10.1109/TEC.2006.874230
– start-page: 867
  year: 2016
  ident: 10.1109/ICRERA.2016.7884459
– start-page: 1051
  year: 2016
  ident: 10.1109/ICRERA.2016.7884494
– volume: 11
  start-page: 47
  year: 2003
  ident: 10.1002/pip.459
  publication-title: Progress in Photovoltaics: Research and Applications
  doi: 10.1002/pip.459
– start-page: 1
  year: 2013
  ident: 10.1109/ATEE.2013.6563483
– start-page: 247
  year: 2014
  ident: 10.1109/ICAIET.2014.48
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SubjectTerms Algorithms
Applied research
Computer simulation
Cost analysis
Customization
Design
Design and construction
Dynamic response
Efficiency
Hardware-in-the-loop simulation
Laboratories
maximum power point trackers
Maximum power tracking
Photovoltaic cells
simulation
Software
Solar arrays
Solar collectors
Solar energy
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