Comparison Of Three Numerical Methods For Estimating Weibull Parameters Using Weibull Distribution Model In Nigeria

J. A. Oyewole| F. O. Aweda and D. Oni

2020, Vol: 28, Issue: 1

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Nig. J. Basic Appl. Sci.. 2019; 27(2): 8-15

doi: 10.4314/njbas.v27i2.2

Comparison Of Three Numerical Methods For Estimating Weibull Parameters Using Weibull Distribution Model In Nigeria

J. A. Oyewole, F. O. Aweda and D. Oni.

Abstract
Abstract: There is a crucial need in Nigeria to enhance the development of wind technology in order to boost our energy supply. Adequate knowledge about the wind speed distribution becomes very essential in the establishment of Wind Energy Conversion Systems (WECS). Weibull Probability Density Function (PDF) with two parameters is widely accepted and commonly used for modelling, characterizing and predicting wind resource and wind power, as well as assessing optimum performance of WECS. Therefore, it is paramount to precisely estimate the scale and shape parameters for all regions or sites of interest. Here, wind data from year 2000 to 2010 for four different locations (Port Harcourt, Ikeja, Kano and Jos) were analysed and the Weibull parameters determined. The three methods employed are Mean Standard Deviation Method (MSDM), Energy Pattern Factor Method (EPFM), and Method of Moments (MOM) for estimating Weibull parameters. The method that give most accurate estimation of the wind speed was MSDM method while Energy Pattern Factor Method (EPFM) is the most reliable and consistent method for estimating probability density function of wind.

Key words: Keywords: Weibull Distribution, Method of Moment, Mean Standard Deviation Method, Energy Pattern Method

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Pubmed Style

Oyewole JA, . Comparison Of Three Numerical Methods For Estimating Weibull Parameters Using Weibull Distribution Model In Nigeria. Nig. J. Basic Appl. Sci.. 2019; 27(2): 8-15. doi:10.4314/njbas.v27i2.2

Web Style

Oyewole JA, . Comparison Of Three Numerical Methods For Estimating Weibull Parameters Using Weibull Distribution Model In Nigeria. http://www.njbas-udus.com/?mno=283363 [Access: March 29, 2020]. doi:10.4314/njbas.v27i2.2

AMA (American Medical Association) Style

Oyewole JA, . Comparison Of Three Numerical Methods For Estimating Weibull Parameters Using Weibull Distribution Model In Nigeria. Nig. J. Basic Appl. Sci.. 2019; 27(2): 8-15. doi:10.4314/njbas.v27i2.2

Vancouver/ICMJE Style

Oyewole JA, . Comparison Of Three Numerical Methods For Estimating Weibull Parameters Using Weibull Distribution Model In Nigeria. Nig. J. Basic Appl. Sci.. (2019), [cited March 29, 2020]; 27(2): 8-15. doi:10.4314/njbas.v27i2.2

Harvard Style

Oyewole, J. A. & (2019) Comparison Of Three Numerical Methods For Estimating Weibull Parameters Using Weibull Distribution Model In Nigeria. Nig. J. Basic Appl. Sci., 27 (2), 8-15. doi:10.4314/njbas.v27i2.2

Turabian Style

Oyewole, J. A., and F. O. Aweda and D. Oni. 2019. Comparison Of Three Numerical Methods For Estimating Weibull Parameters Using Weibull Distribution Model In Nigeria. Nigerian Journal of Basic and Applied Sciences, 27 (2), 8-15. doi:10.4314/njbas.v27i2.2

Chicago Style

Oyewole, J. A., and F. O. Aweda and D. Oni. "Comparison Of Three Numerical Methods For Estimating Weibull Parameters Using Weibull Distribution Model In Nigeria." Nigerian Journal of Basic and Applied Sciences 27 (2019), 8-15. doi:10.4314/njbas.v27i2.2

MLA (The Modern Language Association) Style

APA (American Psychological Association) Style

Oyewole, J. A. & (2019) Comparison Of Three Numerical Methods For Estimating Weibull Parameters Using Weibull Distribution Model In Nigeria. Nigerian Journal of Basic and Applied Sciences, 27 (2), 8-15. doi:10.4314/njbas.v27i2.2

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