Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
A New Private Security Policy Approach for DDoS Attack Defense in NGNs Read chapter Read first chapter

2016 | OriginalPaper | Chapter

An AIS Based Approach for Extraction of PV Module Parameters

Authors : R. Sarjila, K. Ravi, J. Belwin Edward, Avagaddi Prasad, K. Sathish Kumar

Published in: Information Systems Design and Intelligent Applications

Publisher: Springer India

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

This article presents the calculation of the parameter extraction of photovoltaic (PV) panel using artificial immune system (AIS) and compared with genetic algorithm (GA) using MATLAB, Simulink at different environmental conditions (for different irradiations (200–1000 w/m2)). The proposed method showing Ipv versus Vpv curves and to compare the obtained curve to the ideal values in order to obtain the absolute error curve. For extracting parameters of a PV cell, the proposed method useful because it can handle nonlinear functions. The proposed method compared with manual data and are validated by three different types of PV modules named as, Multi-crystalline (SHELL S36), Mono-crystalline (SHELL SP70) and Thin-film (SHELL ST40). Data derived from these calculations beneficial to decide the suitable computational technique to build an accurate and efficient simulators for a PV system.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

inform now
previous chapter A Technical Review on LVRT of DFIG Systems
next chapter Word Sense Disambiguation in Bengali: An Auto-updated Learning Set Increases the Accuracy of the Result
Literature
1.
Kashif Ishaque, Zainal Salam, Hamed Taheri.: Simple, fast and accurate two-diode model for photovoltaic modules. pp. 586–594, Solar Energy Materials and Solar Cells 95 (2), pp. 384–391, (2011).
2.
Paramjit Saha, Saurabh Kumar, Sisir kr. Nayak, Himanshu Sekhar Sahu.: Parameter estimation of double diode photo voltaic-module. 1st conference on Power, Dielectric and Energy Management at NERIST, pp. 1–4, (2015).
3.
Kashif Ishaque, Zainal Salam, Syafaruddin.: A comprehensive MATLAB, Simulink PV system simulator with the partial shading capability based on two-diode model, Solar Energy, pp. 2217–2227, Elsevier, (2011).
4.
Hiren Patel and Vivek Agarwal.: MATLAB-based modeling to study the effects of partial shading on PV array characteristics. IEEE Transactions on Energy Conversion, 23 (1), pp. 302–310, (2008).
5.
Marcelo Gradella Villalva, Jonas Rafael Gazoli, and Ernesto Ruppert Filho.: Comprehensive approach to modeling and simulation of photovoltaic arrays. IEEE Transactions on Power Electronics, 24 (5), pp. 1198–1208, (2009).
6.
Chan, D.S.H., Phang, J.C.H.: Analytical methods for the extraction of solar-cell single- and double-diode model parameters from I–V characteristics, IEEE Transactions on Electron Devices, pp. 286–293, (1987).
7.
Chegaar, M., Azzouzi, G., Mialhe, p.: Simple parameter extraction method for illuminated solar cells. Solid-State Electronics, pp. 1234–1237, (2006).
8.
Kashif Ishaque, Zainal Salam, Hamed Taheri, Amir Shamsudin.: A critical evaluation of EA computational methods for Photovoltaic cell parameter extraction based on two diode model, Solar Energy, pp. 1768–1779, Elsevier, (2011).
9.
Jervase, J.A., Boudocen, H., Ali M Al-lawati.: Solar cell parameter extraction using genetic algorithms. Measurement Science and Technology 12 (11), (2001).
10.
Moldovan, N., Picos, R., et al.: Parameter extraction of a solar cell compact model using genetic algorithms. Spanish Conference on Electron Devices, (2009).
11.
Liu, C.-C., Chen, C.-Y., Weng C.-Y., Wang, C.-C., Jeng, F.-L., Cheng, P.-J., Wang, Y.-H., Houng M.-P.: Physical parameter extraction from current-voltage characteristic for diodes using multiple nonlinear regression analysis. Solid-State Electronics 52 (6), pp. 839–843, (2008).
12.
Ye, M., Wang, X., Xu, Y.: Parameter extraction of solar cells using particle swarm optimization. Journal of Applied Physics 105 (9), pp. 094502–094508, (2009).MathSciNetCrossRef
13.
Zwe-Lee, G.: A particle swarm optimization approach for optimum design of PID controller in AVR system. IEEE Transactions on Energy Conversion 19 (2), (2004).
14.
Ortiz-Conde, A., García Sánchez, Fransico, J., Juan Muci.: New method to extract the model parameters of solar cells from the explicit analytic solutions of their illuminated I–V characteristics. Solar Energy Materials and Solar Cells 90 (3), pp. 352–361, (2006).
15.
Javier Cubas, Santiago Pindado, Assal Farrahi.: New method for analytical photovoltaic parameter extraction. International Conference on Renewable Energy Research and Applications, pp. 873–877, (2013).
16.
Xiaofang Yuan, Yongzhong Xiang, Yuking He.: Parameter extraction of solar cell models using mutative-scale parallel chaos optimization algorithm. Solar Energy, pp. 238–251, Elsevier, (2014).
Metadata
Title
An AIS Based Approach for Extraction of PV Module Parameters
Authors
R. Sarjila
K. Ravi
J. Belwin Edward
Avagaddi Prasad
K. Sathish Kumar
Copyright Year
2016
Publisher
Springer India
Book
Information Systems Design and Intelligent Applications

Print ISBN: 978-81-322-2756-4

Electronic ISBN: 978-81-322-2757-1

Copyright Year: 2016

DOI
https://doi.org/10.1007/978-81-322-2757-1_41

Premium Partner

    Image Credits