Marshall–Olkin Power Lomax distribution for modeling of wind speed data

Ahsan ul Haq, Muhammad; Rao, Srinivasa G.; Albassam, Mohammed; Aslam, Mohammed

dc.creator	Ahsan ul Haq, Muhammad
dc.creator	Rao, Srinivasa G.
dc.creator	Albassam, Mohammed
dc.creator	Aslam, Mohammed
dc.date	2020-11-24T07:59:43Z
dc.date	2020-11-24T07:59:43Z
dc.date	2020
dc.date.accessioned	2022-10-20T13:25:31Z
dc.date.available	2022-10-20T13:25:31Z
dc.identifier	ul Haq, M. A., Rao, G. S., Albassam, M., & Aslam, M. (2020). Marshall–Olkin Power Lomax distribution for modeling of wind speed data. Energy Reports, 6, 1118-1123.
dc.identifier	DOI 10.1016/j.egyr.2020.04.033
dc.identifier	http://hdl.handle.net/20.500.12661/2504
dc.identifier.uri	http://hdl.handle.net/20.500.12661/2504
dc.description	Full text article. Also available at https://doi.org/10.1016/j.egyr.2020.04.033
dc.description	Accurate collection of wind speed records is significant for numerous wind power applications. The present investigation aims to highlight the use of the Marshall–Olkin Power Lomax (MOPLx) distribution for wind speed data. We examine the actual wind speed records gathered from three stations Bahawalpur, Gwadar, and Haripur. The dataset is demonstrated by using MOPLx distribution and compare its modeling performance with renowned probability distributions, forexample, Weibull–Lomax, power Lomax, Weibull, power Lindley, Lindley, and Lomax. Findings indicate that MOPLx distribution gives the best fitting as per model evaluation criteria, Akaike information criterion (AIC), Bayesian information criterion (BIC), Kolmogorov Smirnov test (KS), coefficient of determination (R2)and root mean square error (RMSE). Overall, the results demonstrate the feasibility, precision, and effectiveness of the MOPLx distribution for portraying wind speed modeling. It is also observed that the MOPLx model is ideal in terms of the power density error (PDE) criterion.
dc.language	en
dc.publisher	Elsevier Ltd
dc.subject	Wind energy
dc.subject	Marshall–Olkin family
dc.subject	Lomax distribution
dc.subject	Marshall–Olkin Power
dc.subject	MOPLx
dc.subject	Wind speed
dc.subject	MOPLx distribution
dc.subject	Wind data
dc.title	Marshall–Olkin Power Lomax distribution for modeling of wind speed data
dc.type	Article