Bootstrap technique for analyzing energy data from PV plant

2009 International Conference on Clean Electrical Power, ICCEP 2009

Volumn , Issue , 2009, Pages 268-275

  Vergura, S ^a   Vacca, F ^a  

^a POLITECNICO DI BARI   (Italy)

Author keywords

Bootstrap; Inferential statistics; PV system monitoring; Resampling

Indexed keywords

ENERGY EFFICIENCY; POPULATION STATISTICS;

BOOTSTRAP; BOOTSTRAP TECHNIQUE; INFERENTIAL STATISTICS; PHOTOVOLTAIC PLANT; PRELIMINARY INFORMATION; PV SYSTEM; RESAMPLING; SAMPLING DISTRIBUTION;

STATISTICAL METHODS;

EID: 70350710396     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCEP.2009.5212046     Document Type: Conference Paper

References (16)

1. Il-Song Kim, Myung-Bok Kim, Myung-Joong Youn, "New maximum power point tracker using sliding-mode observer for estimation of solar array current in the gridconnected photovoltaic system", in IEEE Trans. On Industrial Electronics , vol. 53, No. 4, Aug. 2006, pp. 1027-1035.
2. Weidong Xiao, Magnus G.J. Lind, William G. Dunford, Antoine Capel, "Real-time identification of optimal
3. operating points in photovoltaic power systems", in IEEE Trans. On Industrial Electronics , vol. 53, No. 4, Aug. 2006, pp. 1017-1026.
4. Joung- Hu Park, Jun-Youn Ahn, Bo- Hyung Cho, Gwong-Jong Yu, "Dual-module-based maximum power point tracking control of photovoltaic systems", in IEEE Trans. On Industrial Electronics , vol. 53, No. 4, Aug. 2006, pp. 1036-1047.
5. Faissal M. Safie, "Probabilistic modeling of solar power systems", in 1989 Proc. Annual Reliability and Maintainability Simposyum, pp.425-430.
6. Boulanger Dr.P., Malbranche P., "Photovoltaic system performance statistical analysis", in 3rd World Conference on Photovoltaic Energy Conversion, May 11-18, 2003, Osaka, Japan.
7. Takashima T., Koyanagi T., Otani K., Kato K., "Estimation system of in-plane irradiance by regression functions of in-plane/horizontal irradiance ratio vs. time" in Photovoltaic Specialists Conference, 2005.
8. G.B. Shrestha, "Consideration of insolation characteristic in sizing stand- alone PV stations", in IEEE Catalogue No: 98EX137 0-7803-4495-2/98/$10.00 1998 IEEE
9. Goglia G., Mascia G., Gattelli R., "Statistical- Mathematical model optimizing photovoltaic array inclination", in 14th International Telecommunications Energy Conference, 1992.
10. Paul D., Mukherjee D., Bhadra Ch audhuri S.R.,"Assessing solar PV behavior under varying environmental conditions- a statistical approach", in 4th International Conference on Electrical and Computer Engineering ICECE 2006, 19-21 December 2006, Dhaka, Bangladesh.
11. McSharry P.E., "Assessing photovoltaic performance using local linear quantile regression", in Proceeding Energy and Power System 2006, ACTA Press.
12. Ziyad M, Salameh, Bogdan S. Borowy, Atia R. A. Amin, "Photovoltaic module- site matching based on the capacity factors", in IEEE Trans. On Energy Conversion , vol. 10, No. 2, June 1995, pp. 326-332.
13. CEI-IEC International Standard 61724-Photovoltaic system performance monitoring- Guidelines for measurement, data exchange and analysis, Ed. April 1998.
14. S. Vergura, G. Acciani, V. Amoruso, G. Patrono, F. Vacca, "Descriptive and Inferential Statistics for Supervising and Monitoring the Operation of PV Plants",IEEE Trans on INDUSTRIAL Electronics, 2008 - Forthcoming paper http://ieeexplore.ieee.org/xpl/tocpreprint.jsp?isnumber=43 87790&Submit3=View+Articles&punumber=41
15. S. Vergura, G. Acciani, V. Amoruso, G. Patrono, "Inferential Statistics for Monitoring and Fault Forecasting of PV Plants", IEEE-ISIE'08 - International Symposium on Industrial Electronics (ISBN 978-1-4244-1666-0), June 30 to July 2, 2008, Cambridge, UK, pp 2414-2419.
16. S. Vergura, G. Acciani, " Cumulative Statistical Monitoring and Fault Forecasting of PV Plants", submitted to IEEE Trans on INDUSTRIAL Electronics, 2009. Efron, B., "Bootstrap Methods: Another Look at the Jackknife". The Annals of Statistics, 7 (1), pp 1-26, 1979.