Fuzzy Logic Controller Based Maximum Power Point Tracking for Total Cross Tied Photovoltaic Under Partial Shading


(*) Corresponding author


Authors' affiliations


DOI's assignment:
the author of the article can submit here a request for assignment of a DOI number to this resource!
Cost of the service: euros 10,00 (for a DOI)

Abstract


This paper presents a new approach of maximum power point tracking (MPPT) for partial shaded total cross tied (TCT) photovoltaic array based on fuzzy logic controller. The proposed method employs MPPT based on fuzzy logic controller comprising two inputs coming from voltage and current sensor. In addition, the photovoltaic array uses total cross tied configuration (TCT) in which it is superior to other configuration such as serial (S), parallel (P), and serial-parallel (SP) configuration. Here, TCT configuration consists of 10 photovoltaic modules by using 5×2 arrangements. Meanwhile, the fuzzy logic controller itself is used to drive boost dc-dc converter through pulse width modulation (PWM). The comparative study of two topologies, TCT (without fuzzy control) and proposed TCT (using fuzzy logic control) is carried out in MATLAB using SIMULINK , Fuzzy Logic Toolbox, and Power System Toolbox. The simulation result shows that TCT photovoltaic array using fuzzy logic controller (FLC) provides both higher power compared with TCT photovoltaic array without fuzzy logic controller.
Copyright © 2013 Praise Worthy Prize - All rights reserved.

Keywords


FLC; MPPT; TCT; Photovoltaic; PWM

Full Text:

PDF


References


L. El Chaar, L.A. lamont, N. El Zein “Review of photovoltaic technologies” Renewable and Sustainable Energy Reviews 15 (2011) 2165–2175

Mellit A, Rezzouk H, Messai A, Medjahed B. FPGA-based real time implementation of MPPT controller for photovoltaic systems. Renewable Energy 2011;36:1652

Li G, Wang HA. Novel stand-alone PV generation system based on variable step size INC MPPT and SVPWM control. IEEE 6th International Power Electronics and Motion Control Conference, IEEE-IPEMC’09; 2009, p.2155

Syafaruddin, Engin Karatepe, Takashi Hiyama , “Polar coordinated fuzzy controller based real-time maximum-power point control of photovoltaic system” Renewable Energy 34 (2009) 2597–2606

Takashi Hiyama, Ken Kitabayashi, “Neural Network Based Estimation of Maximum Power Generation from PV Module Using Environmental Information ”IEEE Transactions on Energy Conversion, Vol 12, No. 3, September 1997

T. Hiyama, Y. Ueki and H. Andou, "Integrated Fuzzy, Logic Generator Controller for Stability Enhancement", IEEE Trans. on Energy Conversion, Vol. 12, No. 4, 400(1997).

Lluoas Godo, Ramon Loapez de Maantaras, Josep Puyol-Gruart, Carles Sierra “Renoir, Pneumon-IA and Terap-IA: three medical applications based on fuzzy logic” Artificial Intelligence in Medicine 21 (2001) 153±162

David Shepherd, Francis K.C. Shi “Fuzzy modelling and estimation of economic relationships” Computational Statistics & Data Analysis 51 (2006) 417 – 433

J.N. Lygouras, P.N. Botsaris, J. Vourvoulakis,V. Kodogiannis “Fuzzy logic controller implementation for a solar air-conditioning system ” Applied Energy 84 (2007) 1305–1318

D. Picault, B. Raison, S. Bacha , J. de la Casa b, J. Aguilera “Forecasting photovoltaic array power production subject to mismatch losses ” Solar Energy 84 (2010) 1301–1309

B.M Hasaneen, Adel A. Elbaset Mohammed “Design and Simulation of DC/DC Boost Converter ” (2008) IEEE

Donny Radianto, Dimas A.F, Syafaruddin, T. Hiyama “Partial Shading Detection and MPPT Controller for TCT Photovoltaic using ANFIS” ACEEE Int. J. on Electrical & Power Eng. Vol. 3 No.2 (2012).

Cetin Elmas, Omer Deperlioglu, Hasan Huseyin Sayan “Adaptive Fuzzy Logic Controller for DC-DC converter” Expert Systems with Applications 36 (2009) 1540-1548.

I.Elamvazuthi, P. Vasant, T.Ganesan, Fuzzy Linear Programming Using Modified Logistic Membership Function, (2010) International Review of Automatic Control (IREACO), 3 (4), pp. 370-377.

O. Bourebia, K. Belarbi, Fuzzy Generalized Predictive Control for Nonlinear Systems with Coordination Technique, (2008) International Review of Automatic Control (IREACO), 1 (2), pp. 169-176.

Ramaprabha, R., Balamurugan, N., Mathur, B.L., Implementation of particle swarm optimization based maximum power point tracking of solar photovoltaic array under non uniform insolation conditions, (2011) International Review of Electrical Engineering (IREE), 6 (3), pp. 1503-1510.

Zainuri, M.A.A.M., Radzi, M.A.M., Soh, A.C., Rahim, N.A., Development of modified fuzzy-PandO control MPPT algorithm for photovoltaic boost Dc-Dc converter with different loads, (2012) International Review on Modelling and Simulations (IREMOS), 5 (6), pp. 2386-2395.


Refbacks

  • There are currently no refbacks.



Please send any question about this web site to info@praiseworthyprize.com
Copyright © 2005-2024 Praise Worthy Prize