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

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dc.creatorAhsan ul Haq, Muhammad
dc.creatorRao, Srinivasa G.
dc.creatorAlbassam, Mohammed
dc.creatorAslam, Mohammed
dc.date2020-11-24T07:59:43Z
dc.date2020-11-24T07:59:43Z
dc.date2020
dc.date.accessioned2022-10-20T13:25:31Z
dc.date.available2022-10-20T13:25:31Z
dc.descriptionFull text article. Also available at https://doi.org/10.1016/j.egyr.2020.04.033
dc.descriptionAccurate 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.identifierul 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.identifierDOI 10.1016/j.egyr.2020.04.033
dc.identifierhttp://hdl.handle.net/20.500.12661/2504
dc.identifier.urihttp://hdl.handle.net/20.500.12661/2504
dc.languageen
dc.publisherElsevier Ltd
dc.subjectWind energy
dc.subjectMarshall–Olkin family
dc.subjectLomax distribution
dc.subjectMarshall–Olkin Power
dc.subjectMOPLx
dc.subjectWind speed
dc.subjectMOPLx distribution
dc.subjectWind data
dc.titleMarshall–Olkin Power Lomax distribution for modeling of wind speed data
dc.typeArticle

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