WIND SPEED ANALYSIS AT IKEJA, NIGERIA USING THE CONVENTIONAL PROBABILITY DENSITY FUNCTIONS

The wind energy potential at Ikeja (Lat. 6.35 N; Long. 3.20 E), Nigeria was statistically analyzed using three of the mostly utilized conventional Probability Distribution Functions (PDFs) in order to determine which of these distributions would give the best means of analysis for wind in this pa...

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Main Authors: OLUSEYI OGUNSOLA, OFURE OSAGIEDE
Format: Article
Language:English
Published: Alma Mater Publishing House "Vasile Alecsandri" University of Bacau 2018-09-01
Series:Journal of Engineering Studies and Research
Subjects:
Online Access:http://jesr.ub.ro/1/article/view/52
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spelling doaj-10351198519b4314b9dca2544655fd4e2021-10-05T15:54:45ZengAlma Mater Publishing House "Vasile Alecsandri" University of BacauJournal of Engineering Studies and Research2068-75592344-49322018-09-01243WIND SPEED ANALYSIS AT IKEJA, NIGERIA USING THE CONVENTIONAL PROBABILITY DENSITY FUNCTIONSOLUSEYI OGUNSOLA0OFURE OSAGIEDE1Department of Physics, University of Ibadan, Ibadan, Nigeria Department of Physics, University of Ibadan, Ibadan, Nigeria The wind energy potential at Ikeja (Lat. 6.35 N; Long. 3.20 E), Nigeria was statistically analyzed using three of the mostly utilized conventional Probability Distribution Functions (PDFs) in order to determine which of these distributions would give the best means of analysis for wind in this particular location. The best fit test for these PDFs were determined from Akaike Information Criteria, Bayesian Information Criteria, Kolmogorov-Smirnov test, Cramer-von Mises statistics, Anderson-Darling Statistic, Mean Square Error and Chi-Square Test using Maximum Likelihood Estimation and Method of Moments as parameter estimates. The Weibull distribution gave the best fit in this location. http://jesr.ub.ro/1/article/view/52weibull distributionprobability distribution functionsmaximum likelihood estimatormethod of momentparameter estimates and best fit
collection DOAJ
language English
format Article
sources DOAJ
author OLUSEYI OGUNSOLA
OFURE OSAGIEDE
spellingShingle OLUSEYI OGUNSOLA
OFURE OSAGIEDE
WIND SPEED ANALYSIS AT IKEJA, NIGERIA USING THE CONVENTIONAL PROBABILITY DENSITY FUNCTIONS
Journal of Engineering Studies and Research
weibull distribution
probability distribution functions
maximum likelihood estimator
method of moment
parameter estimates and best fit
author_facet OLUSEYI OGUNSOLA
OFURE OSAGIEDE
author_sort OLUSEYI OGUNSOLA
title WIND SPEED ANALYSIS AT IKEJA, NIGERIA USING THE CONVENTIONAL PROBABILITY DENSITY FUNCTIONS
title_short WIND SPEED ANALYSIS AT IKEJA, NIGERIA USING THE CONVENTIONAL PROBABILITY DENSITY FUNCTIONS
title_full WIND SPEED ANALYSIS AT IKEJA, NIGERIA USING THE CONVENTIONAL PROBABILITY DENSITY FUNCTIONS
title_fullStr WIND SPEED ANALYSIS AT IKEJA, NIGERIA USING THE CONVENTIONAL PROBABILITY DENSITY FUNCTIONS
title_full_unstemmed WIND SPEED ANALYSIS AT IKEJA, NIGERIA USING THE CONVENTIONAL PROBABILITY DENSITY FUNCTIONS
title_sort wind speed analysis at ikeja, nigeria using the conventional probability density functions
publisher Alma Mater Publishing House "Vasile Alecsandri" University of Bacau
series Journal of Engineering Studies and Research
issn 2068-7559
2344-4932
publishDate 2018-09-01
description The wind energy potential at Ikeja (Lat. 6.35 N; Long. 3.20 E), Nigeria was statistically analyzed using three of the mostly utilized conventional Probability Distribution Functions (PDFs) in order to determine which of these distributions would give the best means of analysis for wind in this particular location. The best fit test for these PDFs were determined from Akaike Information Criteria, Bayesian Information Criteria, Kolmogorov-Smirnov test, Cramer-von Mises statistics, Anderson-Darling Statistic, Mean Square Error and Chi-Square Test using Maximum Likelihood Estimation and Method of Moments as parameter estimates. The Weibull distribution gave the best fit in this location.
topic weibull distribution
probability distribution functions
maximum likelihood estimator
method of moment
parameter estimates and best fit
url http://jesr.ub.ro/1/article/view/52
work_keys_str_mv AT oluseyiogunsola windspeedanalysisatikejanigeriausingtheconventionalprobabilitydensityfunctions
AT ofureosagiede windspeedanalysisatikejanigeriausingtheconventionalprobabilitydensityfunctions
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