Estimation of solar energy generation in an 80 kW station in Kabudrahang, Iran: A comparative study

Document Type : Article

Authors

1 Faculty of Electrical and Computer Engineering, University of Birjand, Birjand, Iran

2 Faculty of Electrical Engineering, Shahid Beheshti University, A.C., Tehran, Iran

3 Department of Electrical and Computer Engineering, Ohio State University, Ohio, USA

Abstract

Estimation of solar energy generation in the integrated power systems must be performed for power system the long-term planning and the short-term control. Irradiation is one of the main factors affecting the out coming energy of solar system. Hence, investigation of solar irradiation on the horizontal surface helps in proper and efficient implementation of solar energy system. Capturing much more energy from the irradiation, by the Photovoltaic (PV) cells, results in enhancement of out coming energy of PV station. This paper is going to study the impact of implementation two topologies for energy harvesting in PV stations. The topologies are as follows: (a) PV station with multilevel boost converters and inverters, (b) PV station with only multilevel inverters. Studies have been performed on 80 KW PV test station, located in Kabudrahang, Iran. The comparison between the results demonstrates much more solar energy harvesting in the case of applying multilevel converters in the output of PV arrays. Simulation results show the promising result of the proposed topology in harvesting maximum power from a PV station.

Keywords

Main Subjects

References

References:
1. Khosrogorji, S., Ghari, H., and Torkaman, H. "Optimal sizing of hybrid WT/PV/diesel generator/battery system using MINLP method for a region in Kerman", J Scientia Iranica, 27(6), pp. 3066-3074 (2020). DOI: 10.24200/SCI.2019.50176.1555.
2. Scolari, E., Sossan, F., and Paolone, M. "Photovoltaic model-based solar irradiance estimators: Performance comparison and application to maximum power forecasting", IEEE Trans. on Sustainable Energy, 9(1), pp. 35-44 (2018).
3. Lape~na, O.L-, Penella, M.T., and Gasulla, M. "A new MPPT method for low-power solar energy harvesting", IEEE Trans. Ind. Electron., 57(9), pp. 3129-3138 (2010).
4. Piegari, L. and Rizzo, R. "Adaptive perturb and observe algorithm for photovoltaic maximum power point tracking", IET Renew. Power Gener., 4(4), pp. 317-328 (2010).
5. Sossan, F., Kosek, A.M., Martinenas, S., Marinelli, M., and Bindner, H.W. "Scheduling of domestic water heater power demand for maximizing PV selfconsumption using model predictive control", IEEE International Conference on Innovative Smart Grid Technologies (ISGT), Lyngby, pp. 1-5 (2013).
6. Luthander, R., Widen, J., Nilsson, D., and Palm, J. "Photovoltaic self-consumption in buildings: A review", Applied Energy, 142, pp. 80-94 (2015).
7. Chatterjee, A., Keyhani, A., and Kapoor, D. "Identification of photovoltaic source model", IEEE Trans.Energy. Conv., 26(3), pp. 883-889 (2011).
8. Ghaedi, A., Abbaspour, A., Fotuhi-Firuzabad, M., and Parvania, M. "Incorporating large photovoltaic farms in power generation system adequacy assessment", J. Sci. Iran., 21(3), pp. 924-934 (2014).
9. Markvart, T., Solar Electricity, pp. 11-16, Wiley, West Sussex, England (1994).
10. Salcedo-Sanz, S., Casanova-Mateo, C., Munoz-Mari, J., and Camps-Valls, G. "Prediction of daily global solar irradiation using temporal Gaussian processes", IEEE Geoscience and Remote Sensing Letters, 11(11), pp. 1936-1940 (2014).
11. Avila, A., Vizcaya, P.R., and Diez, R. "Daily irradiance test signal for photovoltaic systems by selection from long-term data", Renewable Energy, 131, pp. 755-762 (2019).
12. Laudani, A., Fulginei, F.R., Salvini, A., Carrasco, M., and Mancilla-David, F. "A fast and effective procedure for sensing solar irradiance in photovoltaic arrays", IEEE 16th International Conference on Environment and Electrical Engineering (EEEIC), Florence, Italy, pp. 1-4 (2016).
13. Carrasco, M., Mancilla-David, F., and Ortega, R. "An estimator of solar irradiance in photovoltaic arrays with guaranteed stability properties", IEEE Transactions on Industrial Electronics, 61(7), pp. 3359-3366 (2014).
14. Benali, L., Notton, G., Fouilloy, A., Voyant, C., and Dizene, R. "Solar radiation forecasting using artificial neural network and random forest methods: Application to normal beam, horizontal diffuse and global components", Renewable Energy, 132, pp. 871-884 (2019).
15. Vigni, V.L., Manna, D.L., Sanseverino, E.R., di Dio, V., Romano, P., di Buono, P., Pinto, M., Miceli, R., and Giaconia, C. "Proof of concept of an irradiance estimation system for reconfigurable photovoltaic arrays", Energies, 8(7), pp. 6641-6657 (2015).
16. Zang, H., Cheng, L., Ding, T., Cheung, K.W., Wang, M., Wei, Z., and Sun, G. "Estimation and validation of daily global solar radiation by day of the year-based models for different climates in China", Renewable Energy, 135, pp. 984-1003 (2019).
17. Koo, C., Li, W., Cha, S.H., and Zhang, S. "A novel estimation approach for the solar radiation potential with its complex spatial pattern via machine-learning techniques", Renewable Energy, 133, pp. 575-592 (2019).
18. Gow, J.A. and Manning, C.D. "Development of a photovoltaic arrays model for use in power-electronics simulation studies", in IEE Proc. Electric Power Appl., 146(2), pp. 193-200 (1999).
19. Banaei, M.R., Ardi, H., Alizadeh, R., and Farakhor, A. "Non-isolated multi-input-single-output DC/DC converter for photovoltaic power generation systems", IET Power Electron., 7(11), pp. 2806-2816 (2014).
20. Hamzeh Aghdam, F. and Abapour, M. "Reliability and cost analysis of multistage boost converters connected to PV panels", IEEE Journal of Photovoltaics, 6(4), pp. 981-989 (2016).
21. Kumar, J., Agarwal, A., and Agarwal, V. "A review on overall control of DC microgrids", Journal of Energy Storage, 21, pp. 113-138 (2019).
22. Camilo, J.C., Guedes, T., Fernandes, D.A., Melo, J.D., Costa, F.F., and Sguarezi Filho, A.J. "A maximum power point tracking for photovoltaic systems based on monod equation", Renewable Energy, 130, pp. 428- 438 (2019).
23. Zerhouni, F.Z., Zerhouni, M.H., Zegrar, M., Benmessaoud, M.T., Tilmatine, A., and Boudghene Stambouli, A. "Modelling polycristallin photovoltaic cells using design of experiments", J. Sci. Iran., 21(6), pp. 2273-2279 (2014).
24. Biswas, P.P., Suganthan, P.N., Wu, G., and Amaratunga, G.A.J. "Parameter estimation of solar cells using datasheet information with the application of an adaptive differential evolution algorithm", Renewable Energy, 132, pp. 425-438 (2019).
25. Ayang, A., Wamkeue, R., Ouhrouche, M., Djongyang, N., Salom, N.E., Pombe, J.K., and Ekemb, G. "Maximum likelihood parameters estimation of single-diode model of photovoltaic generator", Renewable Energy, 130, pp. 111-121 (2019).
26. Sera, D., Teodorescu, R., and Rodriguez, P. "PV panel model based on datasheet values", In Proc. IEEE Int. Symp. Electron., Vigo, pp. 2392-2396 (2007).
27. Rashid, M.H., Power Electronics Handbook, Academic Press (2001).
28. Amir, A., Che, H.S., El Khateb, A., and Nas, A.R. "Comparative analysis of high voltage gain DC-DC converter topologies for photovoltaic systems", Renewable Energy, 136, pp. 1147-1163 (2019).
29. Liu, S., Liu, J., Mao, H., and Zhang, Y. "Analysis of operating modes and output voltage ripple of boost DC-DC converters and its design considerations", IEEE Trans. Power Electronics, 23(4), pp. 1813-1821 (2008).
30. Iqbal, M., An Introduction to Solar Radiation, Academic Press, New York, USA, pp. 1-8 (1983).
31. Frohlich, C. and Brusa, R.W. "Solar radiation and its variation in time", Sol. Phys., 74, pp. 209-215 (1981).
32. Duffie, J.A. and Beckman W., A Solar Engineering of Thermal Processes, New York, Wiley (1980).
33. Cooper, P.I. "The absorption of solar radiation in solar stills", Sol. Energy, 12(3), pp. 333-346 (1969).
34. Danandeh, M.A. and Mousavi G.S.M. "Solar irradiance estimation models and optimum tilt angle approaches: A comparative study", Renewable and Sustainable Energy Reviews, 92, pp. 319-330 (2019).
Scientia Iranica
Volume 28, Issue 6 - Serial Number 6
Transactions on Computer Science & Engineering and Electrical Engineering (D)
November and December 2021
Pages 3437-3449

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