FPGA-based implementation of an intelligent simulator for stand-alone photovoltaic system

Expert Systems with Applications

Volumn 37, Issue 8, 2010, Pages 6036-6051

  Mellit, A ^a,c   Mekki, H ^b,c   Messai, A ^b,c   Salhi, H ^c  

^a UNIVERSITY OF JIJEL   (Algeria)

^b NUCLEAR RESEARCH CENTRE OF BIRINE   (Algeria)

^c UNIVERSITY OF BLIDA   (Algeria)

Author keywords

FPGA; intelligent simulator; MLP; Photovoltaic system; VHDL

Indexed keywords

ALGERIA; CLIMATIC CONDITIONS; DESCRIPTION LANGUAGES; EXPERIMENTAL DATA; FPGA-BASED IMPLEMENTATION; HIGH-SPEED; INTELLIGENT COMPONENTS; INTELLIGENT SIMULATOR; MODELLING AND SIMULATIONS; MODELSIM; MULTI LAYER PERCEPTRON; OPTIMAL ARCHITECTURE; OUTPUT SIGNAL; PHOTOVOLTAIC SYSTEMS; PV MODULES; REAL TIME; SPECIFIC LOCATION; STAND ALONE PHOTOVOLTAIC SYSTEM; STAND-ALONE PV SYSTEMS;

FIELD PROGRAMMABLE GATE ARRAYS (FPGA); HOT ROLLING; PHOTOVOLTAIC EFFECTS; REAL TIME SYSTEMS; SIMULATORS;

COMPUTER HARDWARE DESCRIPTION LANGUAGES;

EID: 77951294328     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2010.02.123     Document Type: Article

References (23)

1. Abdulhadi M., Al-Ibrahim A.M., and Wirk G.S. Neuro-fuzzy based solar cell models. IEEE Transactions on Energy Conversion 19 3 (2004) 619-629
2. Amos B., Omondi C., and Aajapakse J. FPGA implementations of neural networks (2004), Springer, USA
3. Bin, A. S. K., Weixiang, S., Seng, O.K., & Ramanathan S. (2006). Low I-Wern Development of a LabVIEW-based test facility for stand-alone PV systems electronic design, test and applications. In The third IEEE international workshop (Vol. 6, pp. 17-19).
4. Bose B.K. Modern power electronics and AC drives (2002), Prentice-Hall, New Jersey
5. Castaner L., and Silvestre S. Modelling photovoltaic using PSpice (2002), John Willy and Sons Ltd.
6. Chang Y.P. Optimal design of discrete-value tilt angle of PV using sequential neural network approximation and orthogonal array. Expert Systems with Applications 36 3 (2009) 6010-6018
7. Chapuis, Y. A., Kebbati, Y., Kosaka, T., & Matsui, N. (2001). Modeling and optimal integration of a FPGA-based position estimator sensorless controller of fully-pitched winding reluctance motor. In EPE - Graz (pp. 1-11).
8. Elshatter, T. F., Elhagry, M. T., Abou-Elzahab, E. M., & Elkousy, A. A. T. (2000). Fuzzy modeling of photovoltaic panel equivalent circuit. In IEEE photovoltaic specialists conference (pp. 1656-1659).
9. Hansen, A. D., Sorensen, P., Hansen, L. H., & Binder, H. (2000). Model for stand-alone PV system. Rio National Laboratory Roskilde.
10. Koutroulis, E., Kalaitzakis, K., & Tzitzilonis, V. (2009). Development of an FPGA-based system for real time simulation of photovoltaic modules. Microelectronics.
11. Mekki, H., Mellit A., Salhi H., Khaled, B. (2008). FPGA-based implementation of multilayer perceptron for modelling of photovoltaic panel. In American institute of physics (AIP) Conference Proceedings (Vol. 1019, pp. 211-215).
12. Mekki H., Mellit A., Kalogirou S.A., Messai A., and Furlan G. FPGA-based implementation of a real time photovoltaic module simulator. Progress in photovoltaic: Research and application 18 (2010) 115-127
13. Mellit, A., & Kalogirou, S. A. (2006). Neuro-fuzzy based modelling for photovoltaic power supply (PVPS) system. In PECon. IEEE (Vol. 1, pp. 88-93).
14. Mellit A., and Kalogirou S.A. Artificial intelligence techniques for photovoltaic applications: A review. Progress in Energy and Combustion Science 34 (2008) 547-632
15. Mellit A., Benghanem M., and Kalogirou S.A. Modelling and simulation of a stand-alone photovoltaic, system using an adaptive artificial neural network. Renewable Energy 32 (2007) 285-313
16. Moreno A., Julve J., Silvestre S., and Castañer L. SPICE macro-modeling of photovoltaic systems. Progress in Photovoltaics: Research and Applications 8 3 (2000) 293-306
17. Nelson, A., & Marcelo T. (2002). Custom architectures for fuzzy and neural networks controllers. In JCS&T (Vol. 2.2, pp. 9-16).
18. NSEG-ENEL-CREL. (2000). Description et mode d'emploi de l'équipement photovoltai{dotless}̈que, Norme pour l'installation du system d'enregistrement de données Grant. Installation et fonction du system d'acquisition Grant.
19. Ortigosa E.M., Canas A., Ros E., Ortigosa P.M., Mota S., and Di{dotless}az J. Hardware description of multi-layer perceptrons with different abstraction levels. Microprocessors and Microsystems 30 (2006) 435-444
20. Pedroni A.V. Circuit design with VHDL (2004), MIT Press, London England
21. Riesgo T., Torroja Y., and De la Torre E. Design methodologies based on hardware description languages. IEEE Transactions on Industrial Electronics 46 1 (1999) 3-12
22. Roman E., Alonso R., Ibanez P., Elorduizapatarietxe S., and Goitia D. Intelligent PV module for grid-connected PV systems. IEEE Transactions on Industrial Electronics 53 4 (2006) 1066-1073
23. Zhang L., and Fei Bai Y. Genetic algorithm-trained radial basis functions neural networks for modelling photovoltaic panels. Engineering Application of Artificial Intelligence 18 (2005) 833-844