Modelling and Performance Analysis for a PV System Based MPPT Using Advanced Techniques
##plugins.themes.bootstrap3.article.main##
The produced power from Photovoltaic system is varied and its efficiency is severely affected by many factors such as irradiance and ambient temperature. To obtain a competent system with maximum benefits, the tracking of the maximum power point became mandatory. This paper presents an efficient design of maximum power point tracking “MPPT†for PV system control using three advanced techniques; PSO, Perturb- and-observe (P&O) and Incremental Conductance (I_C). The PV system based MPPT has been modelled and simulated using MATLAB/SIMULINK. The results are studied, analyzed and compared to the three proposed algorithms. PSO proved higher tracking power, lower power loss, high tracking speed, less time and minor oscillation than the other two techniques.
Downloads
References
-
J. Selvaraj, N.A. Rahim,"Multilevel Inverter For Grid-Connected PV System Employing Digital PI Controller", IEEE Transactions On Industrial Electronics, 2009,vol. 56, No. 1, pp. 149-158 .
Google Scholar
1
-
J. Kondalaiah, I. Rahul," PHOTOVOLTAIC BASED HIGH-EFFICIENCY SINGLE- INPUT MULTIPLE-OUTPUT DC-DC CONVERTER", International Journal of Computer Science and Mobile Computing, October- 2014,Vol.3 Issue.10, pg. 483-496.
Google Scholar
2
-
T. Salmi, M. Bouzguenda, A. Gastli and A. Masmoudi, "MATLAB/Simulink Based Modelling of Solar Photovoltaic Cell", INTERNATIONAL JOURNAL of RENEWABLE ENERGY RESEARCH, Vol.2, No.2, 2012.
Google Scholar
3
-
4 M.A. Emad, S. Masahito, " Modified adaptive variable step-size MPPT based-on single current sensor", TENCON 2010 ? IEEE Region 10 Conference, 21?24 November, pp. 1235?1240.
Google Scholar
4
-
5 H. Rezk, A. M. Eltamaly, "A comprehensive comparison of different MPPT techniques for photovoltaic systems", Science Direct, Solar Energy 112 ,2015, pp.1?11.
Google Scholar
5
-
A. H. EL-Din , S. S. Mekhamer and H. M. El-Helw ,"COMPARISON OF MPPT ALGORITHMS FOR PHOTOVOLTAIC SYSTEMS UNDER UNIFORM IRRIADIANCE BETWEEN PSO AND P&O", October 2017, Vol.4, Issue.10.
Google Scholar
6
-
T. Esram, P. L. Chapman: "Comparison of Photovoltaic Array Maximum Power Point Tracking Techniques" IEEE Transaction on Energy Conversion, 2007, Vol. 22. No. 2, pp. 439-449.
Google Scholar
7
-
J. Patel1, V. sheth and G. Sharma, "DESIGN & SIMULATION OF PHOTOVOLTAIC SYSTEM USING INCREMENTAL MPPT ALGORITHUM" ,International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering, May 2013,Vol. 2, Issue 5.
Google Scholar
8
-
O. B. Belghith, L. Sbita and F. Bettaher ,"MPPT Design Using PSO Technique for Photovoltaic System Control Comparing to Fuzzy Logic and P&O Controllers" ,Energy and Power Engineering, 2016.
Google Scholar
9
-
E. Koutroulis, F. Blaabjerg , "A New Technique for Tracking the Global Maximum Power Point of PV Arrays Operating Under Partial-Shading Conditions", IEEE journal of photovoltaics, April 2012,VOL. 2, NO. 2.
Google Scholar
10
-
B. A. Isaloo, P. Amiri ,"Improved Variable Step Size Incremental Conductance Mppt Method With High Convergence Speed For Pv Systems", Journal of Engineering Science and Technology ,2016,Vol. 11, No. 4 , pp.516 ? 528.
Google Scholar
11
-
A. Kumar, M. Kumar, D. H. Nagaraj, A. Singh, J. Prattapati, "Implementation of MPPT Algorithm for Grid Connected PV Module with IC and P&O Methodv",International Journal of Electrical, Computer, Energetic, Electronic and Communication Engineering,2014, Vol:8, No:7.
Google Scholar
12
-
M. R.Hamzescu, S. Oprea, "Practical Guide to Implementing Solar Panel MPPT Algorithms", 2013 Microchip Technology Inc.
Google Scholar
13
-
S. Moring, A. Pols, "Maximum Power Point Tracking: Algorithm and Software Development", Delft University of Technology Faculty of EEMCS, June 27, 2012.
Google Scholar
14
-
A. K. Abdelsalam, A. M. Massoud, S. Ahmed and P. N. Enjeti, "High-Performance Adaptive Perturb and Observe MPPT Technique for Photovoltaic-Based Micro grids", IEEE Transactions On Power Electronics, April 2011,VOL. 26, NO. 4.
Google Scholar
15
-
N. Femia, F. Petrone, G. Spagnuolo, "Predictive & Adaptive MPPT Perturb and Observe Method", IEEE Transactions On Aerospace And Electronic Systems , July 2007,VOL. 43, NO. 3.
Google Scholar
16
-
N. Femia, G. Petrone, G. Spagnuolo and M. Vitelli, "Optimization of Perturb and Observe Maximum Power Point Tracking Method", IEEE Transactions On Power Electronics, July 2005, VOL. 20, NO. 4.
Google Scholar
17
-
N. S. D?Souza, L. A. Lopes and X. Liu, "An Intelligent Maximum Power Point Tracker Using Peak Current Control", IEEE, 2005 .
Google Scholar
18
-
V. R. Kota, M. N. Bhukya, "A Simple and Efficient MPPT Scheme for PV Module Using 2-Dimensional Lookup Table", IEEE, 2016.
Google Scholar
19
-
Y. T. Hsiao and C. H. Chen, "Maximum power tracking for photovoltaic power system," in Conf. Record 37th IAS Annu. Meeting Ind. Appl. Conf., 2002, pp. 1035?1040.
Google Scholar
20
-
K. Irisawa, T. Saito, I. Takano, and Y. Sawada, "Maximum power point tracking control of photovoltaic generation system under non-uniform insolation by means of monitoring cells," in Conf. Record Twenty-Eighth IEEE Photovoltaic Spec. Conf., 2000, pp. 1707?1710.
Google Scholar
21
-
B. Bekker and H.J. Beukes, "Finding an optimal PV panel maximum power point tracking method, IEEE, 2004.
Google Scholar
22
-
M. Mayatake , M. Veerachary , F. Toriumi ,"Maximum Power Point Tracking of Multiple Photovoltaic Arrays: A Particle Swarm Optimization Approach", IEEE Transactions on Aerospace and Electronic Systems, 2011, pp.367-380.
Google Scholar
23
-
K.Ishaque, Z.Salam, M. Amjad ,"An Improved Particle Swarm Optimization (PSO)-Based MPPT for PV with Reduced Steady-State Oscillation", IEEE Transactions on Power Electronics, 2012,pp.3627-3638.
Google Scholar
24
-
M.E. Meral and F. Dinc?er, "A review of the factors affecting operation and efficiency of photovoltaic based electricity generation systems," Renewable and Sustainable Energy Reviews 15 , 2011, pp.2176?2184
Google Scholar
25
-
J. Kennedy and R. Eberhart, "Particle swarm optimization," Proceedings of IEEE International Conference on Neural Networks (ICNN?95), 1995,vol. 4, pp. 1942?1948.
Google Scholar
26
-
U. Rai1, "Modeling of Solar PV system under Partial Shading using Particle Swarm Optimization based MPPT," International Research Journal of Engineering and Technology (IRJET), Feb -2017.
Google Scholar
27
-
G. Celsa, G. Marco Tina, "Matlab/Simulink Model of Photovoltaic Modules/Strings under Uneven Distribution of Irradiance and Temperature", 2015 6th International Renewable Energy Congress (IREC).
Google Scholar
28
-
R. Wies, B. Satavalekar, and A. Agrawal, "Power Electronic Circuits and Controls".
Google Scholar
29
Most read articles by the same author(s)
-
Mohamed Fawzi Kotb,
Magdi M El-Saadawi,
Eman H El-Desouky,
Design of Over/Under Voltage Protection Relay using Arduino Uno for FREEDM System , European Journal of Electrical Engineering and Computer Science: Vol. 2 No. 7 (2018) -
Mohamed Fawzi Kotb,
Magdi El-Saadawi,
Eman H. El-Desouky,
Over Current Protection Relay using Arduino Uno for Future Renewable Electric Energy Delivery and Management (FREEDM) System , European Journal of Electrical Engineering and Computer Science: Vol. 2 No. 5 (2018) -
Eid A. Gouda,
Mohamed Fawzi Kotb,
Dina A. Elalfy,
Implementation of MPPT for PV Isolated System by P&O, I_C and PSO Methods based on Arduino Technology , European Journal of Electrical Engineering and Computer Science: Vol. 3 No. 6 (2019)