دانشگاه سیستان و بلوچستان

  اخبار و اعلانات

 آمار

تعداد نشریات29
تعداد شماره‌ها630
تعداد مقالات6,368
تعداد مشاهده مقاله9,731,114
تعداد دریافت فایل اصل مقاله6,362,652
Hadjaissa, aboubakeur, Ameur, Khaled, Ait-Cheikh, Mohamed Salah, Essounbouli, Najib. (1395). A PSO-based Optimization of a fuzzy-based MPPT controller for a photovoltaic pumping system used for irrigation of greenhouses. نشریه علمی دانشگاه سیستان و بلوچستان, 13(3), 1-18. doi: 10.22111/ijfs.2016.2426
aboubakeur Hadjaissa; Khaled Ameur; Mohamed Salah Ait-Cheikh; Najib Essounbouli. "A PSO-based Optimization of a fuzzy-based MPPT controller for a photovoltaic pumping system used for irrigation of greenhouses". نشریه علمی دانشگاه سیستان و بلوچستان, 13, 3, 1395, 1-18. doi: 10.22111/ijfs.2016.2426
Hadjaissa, aboubakeur, Ameur, Khaled, Ait-Cheikh, Mohamed Salah, Essounbouli, Najib. (1395). 'A PSO-based Optimization of a fuzzy-based MPPT controller for a photovoltaic pumping system used for irrigation of greenhouses', نشریه علمی دانشگاه سیستان و بلوچستان, 13(3), pp. 1-18. doi: 10.22111/ijfs.2016.2426
Hadjaissa, aboubakeur, Ameur, Khaled, Ait-Cheikh, Mohamed Salah, Essounbouli, Najib. A PSO-based Optimization of a fuzzy-based MPPT controller for a photovoltaic pumping system used for irrigation of greenhouses. نشریه علمی دانشگاه سیستان و بلوچستان, 1395; 13(3): 1-18. doi: 10.22111/ijfs.2016.2426

A PSO-based Optimization of a fuzzy-based MPPT controller for a photovoltaic pumping system used for irrigation of greenhouses

Iranian Journal of Fuzzy Systems
مقاله 2، دوره 13، شماره 3، شهریور 2016، صفحه 1-18    اصل مقاله (1.12 M)
نوع مقاله: Research Paper
شناسه دیجیتال (DOI): 10.22111/ijfs.2016.2426
نویسندگان
aboubakeur Hadjaissa* 1؛ Khaled Ameur1؛ Mohamed Salah Ait-Cheikh2؛ Najib Essounbouli3
1LACoSERE Laboratory, Amar Telidji University, BP 37G, Ghardaia Road, Laghouat (03000), Algeria
2LDCCP Laboratory, Ecole nationale polytchnique, 10 avenue H. Badi BP 182 Harrach Algiers, Algeria
3CReSTIC Laboratory, Reims University, 10026 Troyes CEDEX, France
چکیده
The main asset of this paper is among the uses of fuzzy logic in the engineering sector and especially in the renewable energies as a large alternate of fossil energies, in this paper a PSO-based optimization is used to find the optimal scaling parameters, of a fuzzy logic-based MPPT controller, that maximize the efficiency of a photovoltaic pumping system. The tuning of input and output parameters are of direct effect on the power that flows from the photovoltaic source to the load. In order to see concrete results, the PV system is used for irrigation of greenhouses in Laghouat, Algeria.  The performances of the proposed PSO-based fuzzy controller are compared with those obtained using fuzzy logic and P&O controllers under variations of meteorological conditions. The simulation results proved a good robustness performance of the proposed Fuzzy based PSO controller over the other regarding the gained solar energy and the daily pumped water.
کلیدواژه‌ها
PSO-based optimization؛ Photovoltaic pumping system؛ MPPT controller؛ Fuzzy logic؛ Perturb and Observe (P&O)
مراجع
[1] M. A. Eltawil and Z. Zhao, MPPT techniques for photovoltaic applications, Renewable and
Sustainable Energy Reviews, 25 (2013), 793-813.
[2] N. Gokmen, E. Karatepe, F. Ugranli and S. Silvestre, Voltage band based global MPPT
controller for photovoltaic systems, Solar Energy, 98 (2013), 322-334.
[3] O. Guenounou, B. Dahhou and F.Chabour, Adaptive fuzzy controller based MPPT for pho-
tovoltaic systems, Energy Conversion and Management, 78 (2014), 843-850.
[4] A. M. Kassem, MPPT control design and performance improvements of a PV generator
powered DC motor-pump system based on arti cial neural networksm, Electrical Power and
Energy Systems, 43 (2012), 90{98.
[5] L. K. Letting ,J. L. Munda and Y. Hamam, Optimization of a fuzzy logic controller for PV
grid inverter control using S-function based PSO, Solar Energy, 86 (2012), 1689-1700.
[6] T. Martire, C. Glaize, C. Joubert and B. Rouviere, A simpli ed but accurate prevision method
for along the sun PV pumping systems, Solar energy, 82 (2008), 1009-1020.
[7] E. Mehdizadeh, S. Sadi-nezhad and R. Tavakkoli-moghaddam, Optimization of fuzzy clus-
tering criteria by a hybrid PSO and fuzzy c-means clustering algorithm, Iranian Journal of
Fuzzy Systems, 5(3) (2008), 1-14.
[8] P. Periasamy, N. K. Jain and I. P.Singh, A review on development of photovoltaic water
pumping system, Renewable and Sustainable Energy Reviews, 43 (2015), 918-925.
[9] H. Rezk and A. M. Eltamaly, A comprehensive comparison of di erent MPPT techniques
for photovoltaic systems, Solar energy, 112 (2015), 1-11.

آمار
تعداد مشاهده مقاله: 1,849
تعداد دریافت فایل اصل مقاله: 2,290


سامانه مدیریت نشریات علمی. قدرت گرفته از سیناوب