1,306
Views
4
CrossRef citations to date
0
Altmetric
Original Articles

Heuristic grey-box modelling for photovoltaic power systems

, &
Pages 235-246 | Received 28 Feb 2016, Accepted 21 Aug 2016, Published online: 20 Sep 2016

References

  • 10MW solar power plant, enviromena power systems report. (2014). Retrieved from http://enviromena.com/2015/wp-content/uploads/2014/01/10MW-Masdar_PD_2013-WEB.pdf
  • Al-Messabi, N., Li, Y., El-Amin, I., & Goh, C. (2012, June 10–15). Forecasting of photovoltaic power yield using dynamic neural networks. In The 2012 international joint conference on neural networks (IJCNN) (pp. 1–5).
  • Bacher, P., Madsen, H., & Nielsen, H. A. (2009). Online short-term solar power forecasting. Solar Energy, 83, 1772–1783. doi: 10.1016/j.solener.2009.05.016
  • Chupong, C., & Plangklang, B. (2011). Forecasting power output of PV grid connected system in Thailand without using solar radiation measurement. Energy Procedia, 9, 230–237. doi: 10.1016/j.egypro.2011.09.024
  • Cibulka, L., Brown, M., Miller, L., & Meier, A. V. (2012). User requirements and research needs for renewable generation forecasting tools that will meet the need of the CAISO and utilities for 2020. California: CIEE.
  • Duffie, J., & Beckman, W. (2006). Solar engineering of thermal process (3rd ed.). New Jersey: John Wiley and Sons.
  • Eberhat, R., & Shi, Y. (2001). Particle swarm optimization: Developments, applications, and resources. Proceedings of the 2001 Congress on Evolutionary Computation, 1, 81–86. doi: 10.1109/CEC.2001.934374
  • European Photovoltaic Industry Association. (2013, May). Global market outlook for photovoltaics 2013–2017. Author.
  • Fernandez-Jimenez, L. A., Munoz-Jimenez, A., Flaces, A., Mendoza-Villena, M., Garcia-Garrido, E., Lara-Santillan, P., … Zorzano-Santamaria, J. (2012). Short-term power forecasting system for photovoltaic plants. Renewable Energy, 44, 311–317. doi: 10.1016/j.renene.2012.01.108
  • Forsell, U., & Lindskog, P. (1997). Combining semi-physical and neural network modelling: An example of its usefulness. Proceedings of the 11th IFAC Symposium on System Identification, 4, 795–798.
  • Gow, J. A., & Manning, C. D. (1999, March). Development of a photovoltaic array model for use in power-electronics simulation studies. IEE Proceedings on Electric Power Applications, 146(2), 193–200. doi: 10.1049/ip-epa:19990116
  • Hottel, H. C. (1976). A simple model for estimating the transmittance of direct solar radiation through clear atmospheres. Solar Energy, 18(2), 129–134. doi: 10.1016/0038-092X(76)90045-1
  • Iqbal, M. (1983). An introduction to solar radiation. Toronto: Academic Press.
  • Kennedy, J., Eberhart, R., & Shi, Y. (2001). Swarm intelligence. San Francisco: Morgan Kaufmann.
  • Klucher, T. M. (1979). Evaluation of models to predict insolation on tilted surfaces. Solar Energy, 23, 111–114. doi: 10.1016/0038-092X(79)90110-5
  • Kroposki, B., Emery, K., Myers, D., & Mrig, L. (1994). A comparison of photovoltaic module performance evaluation methodologies for energy ratings. Conference Record of The Twenty Fourth IEEE Photovoltaic Specialists Conference, Hawaii, pp. 858–862.
  • Liu, B. Y., & Jordan, R. C. (1963). The long term average performance of flat-plate solar-energy collectors. Solar Energy, 7(2), 53–74. doi: 10.1016/0038-092X(63)90006-9
  • Ma, J., Lu, S., Hafen, R. P., Etingov, P. V., Makarov, Y. V., & Chadliev, V. (2012). The impact of solar photovoltaic generation on balancing requirements in the Southern Nevada system. Proceedings of 2012 IEEE PES Transmission and Distribution Conference and Exposition, Florida, pp. 1–9.
  • Masdar City Solar PV Plant. (n.d.). Retrieved April 18, 2015, from http://www.masdar.ae/en/energy/detail/masdar-city-solar-pv-plant
  • Mellit, A., & Pavan, A. M. (2010). A 24-h forecast of solar irradiance using artificial neural network: Application for performance prediction of a grid-connected PV plant at Trieste, Italy. Solar Energy, 84, 807–821. doi: 10.1016/j.solener.2010.02.006
  • Omran, W., Kazerani, M., & Salama, M. M. (2010, October). A clustering-based method for quantifying the effects of large on-grid PV systems. IEEE Transactions on Power Delivery, 25(4), 2617–2625. doi: 10.1109/TPWRD.2009.2038385
  • Osterwald, C. R. (1986). Translation of device performance measurements to reference conditions. Solar Cells, 18, 269–279. doi: 10.1016/0379-6787(86)90126-2
  • Perez, R., Seals, R., Ineichen, P., Stewart, R., & Menicucci, D. (1987). A new simplified version of the Perez diffuse irradiation model for tilted surfaces. Solar Energy, 39(3), 221–231. doi: 10.1016/S0038-092X(87)80031-2
  • Perez, R. R., Scott, J. T., & Stewart, A. R. (1983). An anisotropic model for diffuse radiation incident on slopes of different orientations and possible applications to CPCs. In American Solar Energy Society (ASES ‘83) (pp. 883–888). Minneapolis, MN.
  • Pregelj, A. (2003, December). Impact of distributed generation on power network operation (PhD thesis). Georgia Institute of Technology.
  • Rahman, M. H., & Yamashiro, S. (2007, June). Novel distributed power generating system of PV-ECaSS using solar energy estimation. IEEE Transactions on Energy Conversion, 22(2), 358–367. doi: 10.1109/TEC.2006.870832
  • Renewable Energy Technologies: Cost Analysis Series, Photovoltaics. (2012, June). IRENA working paper: Power sector, 1(4–5).
  • Stetz, T., Marten, F., & Braun, M. (2013). Improved low voltage grid-integration of photovoltaic systems in Germany. IEEE Transactions on Sustainable Energy, 4(2), 534–542. doi: 10.1109/TSTE.2012.2198925
  • SunTech: SunTech panel data sheet: STP270S – 20/Wd+, STP265S – 20/Wd+. (2014). Retrieved from www.suntech-power.com
  • Swanson, R. M. (2009). Photovoltaic power up. Science, 324, 891–892. doi: 10.1126/science.1169616
  • Tan, K. C., & Li, Y. (2002). Grey-box model identification via evolutionary computing. Control Engineering Practice, 10(7), 673–684. doi: 10.1016/S0967-0661(02)00031-X
  • Tao, C., Shanxu, D., & Changsong, C. (2010). Forecasting power output for grid-connected photovoltaic power system without using solar radiation measurement. Proceedings of 2010 2nd IEEE international symposium on power electronics for distributed generation systems (PEDG), Hefei, pp. 773–777.
  • Temps, R. C., & Coulson, K. L. (1977). Solar radiation incident upon slopes of different orientations. Solar Energy, 19, 179–184. doi: 10.1016/0038-092X(77)90056-1
  • Thin film: Models: First Solar FS Series 2 PV Module data sheet. (2011, May). Retrieved from www.firstsolar.com
  • del Valle, Y., Venayagamoorthy, G. K., Mohagheghi, S., Hernandez, J.-C., & Harley, R. G. (2008, April). Particle swarm optimization: Basic concepts, variants, and applications in power systems. IEEE Transactions on Evolutionary Computation, 12(2), 171–195. doi: 10.1109/TEVC.2007.896686
  • Villalva, M. G., Gazoli, J. R., & Filho, E. R. (2009, May). Comprehensive approach to modeling and simulation of photovoltaic arrays. IEEE Transactions on Power Electronics, 24(5), 1198–1208. doi: 10.1109/TPEL.2009.2013862
  • Woyte, A., Thong, V. V., Belmans, R., & Nijs, J. (2006, March). Voltage fluctuations on distribution level introduced by photovoltaic systems. IEEE Transaction on Energy Conversion, 21(1), 202–209. doi: 10.1109/TEC.2005.845454