TY - GEN
T1 - Statistical analysis and Hurst parameter estimation for wind speed in Kirklareli area of Turkey
AU - Akinci, Tahir Cetin
AU - Seker, Serhat
AU - Guseinoviene, Eleonora
AU - Nayir, Ahmet
PY - 2013
Y1 - 2013
N2 - In this study, a wind speed data of the Kirklareli region of Turkey is considered and Hurst parameter is calculated for this data. For this purpose at first statistical parameters of the wind speed data are calculated. And, as a result of this analysis it is determined as a non-gaussian distribution. After that, it is shown as Weibull distribution and its statistical parameters are computed. The Hurst parameter is a special indicator to present the long range dependency and self-similarity. According to the results of this analysis, it can be determined as 0.256 and it is used as an indicator of long range dependency as well as its fractal dimension. In this manner, this is an original study to this field as well as the statistical analysis. As a one of the most important results, the finding of this study shows that the wind speed data has an autocorrelation function hyperbolically.
AB - In this study, a wind speed data of the Kirklareli region of Turkey is considered and Hurst parameter is calculated for this data. For this purpose at first statistical parameters of the wind speed data are calculated. And, as a result of this analysis it is determined as a non-gaussian distribution. After that, it is shown as Weibull distribution and its statistical parameters are computed. The Hurst parameter is a special indicator to present the long range dependency and self-similarity. According to the results of this analysis, it can be determined as 0.256 and it is used as an indicator of long range dependency as well as its fractal dimension. In this manner, this is an original study to this field as well as the statistical analysis. As a one of the most important results, the finding of this study shows that the wind speed data has an autocorrelation function hyperbolically.
KW - hurst parameter
KW - statistical analysis
KW - statistical parameters
KW - weibull distribution
KW - wind speed
UR - http://www.scopus.com/inward/record.url?scp=84879930662&partnerID=8YFLogxK
U2 - 10.1109/EVER.2013.6521592
DO - 10.1109/EVER.2013.6521592
M3 - Conference contribution
AN - SCOPUS:84879930662
SN - 9781467352703
T3 - 2013 8th International Conference and Exhibition on Ecological Vehicles and Renewable Energies, EVER 2013
BT - 2013 8th International Conference and Exhibition on Ecological Vehicles and Renewable Energies, EVER 2013
T2 - 2013 8th International Conference and Exhibition on Ecological Vehicles and Renewable Energies, EVER 2013
Y2 - 27 March 2013 through 30 March 2013
ER -