Comparison of Some Estimation Methods of the two parameter Weibull Distribution for Unusual  Wind Speed Data Cases

Yeliz MERT Kantar; Ibrahim ARIK; Ilhan USTA; Ismail YENİLMEZ

Makale detayları

Comparison of Some Estimation Methods of the two parameter Weibull Distribution for Unusual Wind Speed Data Cases

Yazarlar:

Yeliz MERT Kantar | Ibrahim ARIK | Ilhan USTA | Ismail YENİLMEZ

Yayıncı:

Gazi University

Dergi:

Journal of Information Technologies 2016 Vol.9 Issue 2, pp.81-0

Belge Tipi:

Makale

Yayın Tarihi:

5/2016

Belge Dili:

Türkçe

Document ID (Org No.):

2000902819

Sıklık:

Üç Aylık

eISSN:

2147-0715

pISSN:

1307-9697

Anahtar kelimeler:

Özet:

 

Since the Weibull distribution has been accepted reference distribution in wind energy field, topics on its parameter estimation methods have been attracted issue. In this context, the literature have generally focused on non-robust methods which may yield questionable results in the cases of unusual and contaminated wind speed data. This paper discusses some robust estimation methods of the Weibull distribution for unusual wind speed data cases. The considered robust methods are evaluated by using artificially generated unusual wind speed data cases. It was found that some of the considered robust methods provide reliable results compared classical ones. Also, the same results are observed for the estimation of mean power density error. As a result, analyzes performed shows that robust and efficient classical methods can be used together to check results.

Makale detayları

Comparison of Some Estimation Methods of the two parameter Weibull Distribution for Unusual Wind Speed Data Cases

Yazarlar:

Yeliz MERT Kantar | Ibrahim ARIK | Ilhan USTA | Ismail YENİLMEZ

Yayıncı:

Gazi University

Dergi:

Journal of Information Technologies 2016 Vol.9 Issue 2, pp.81-0

Belge Tipi:

Makale

Yayın Tarihi:

5/2016

Belge Dili:

Türkçe

Document ID (Org No.):

2000902819

Sıklık:

Üç Aylık

eISSN:

2147-0715

pISSN:

1307-9697

Wind speed

wind power

Weibull distribution

robust estimation

unusual wind speed observation.

Sayı

Makale detayları

Comparison of Some Estimation Methods of the two parameter Weibull Distribution for Unusual Wind Speed Data Cases

Yazarlar: Yeliz MERT Kantar | Ibrahim ARIK | Ilhan USTA | Ismail YENİLMEZ

Yayıncı: Gazi University

Dergi: Journal of Information Technologies 2016 Vol.9 Issue 2, pp.81-0

Belge Tipi: Makale

Yayın Tarihi: 5/2016

Belge Dili: Türkçe

Document ID (Org No.): 2000902819

Sıklık: Üç Aylık

eISSN: 2147-0715

pISSN: 1307-9697

Wind speed

wind power

Weibull distribution

robust estimation

unusual wind speed observation.

Sayı

Yazarlar:

Yeliz MERT Kantar | Ibrahim ARIK | Ilhan USTA | Ismail YENİLMEZ

Yayıncı:

Gazi University

Dergi:

Journal of Information Technologies 2016 Vol.9 Issue 2, pp.81-0

Belge Tipi:

Makale

Yayın Tarihi:

5/2016

Belge Dili:

Türkçe

Document ID (Org No.):

2000902819

Sıklık:

Üç Aylık

eISSN:

2147-0715

pISSN:

1307-9697