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Modelling Complete Power Outage Data Using Reliability

Modelling Complete Power Outage Data Using Reliability
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摘要 Data on time between complete power outages, Time between Failure (TBF) in Uyo were considered. Trend test and serial correlation test were conducted graphically for the data. The tests proved that the data were identically and independently distributed (iid). Summary statistics of the data showed that complete power outage occurred 416 times between the year 2014 and 2018. The maximum likelihood estimation method was used to estimate the parameters of Weibull 2-parameter, Normal, Lognormal 2-parameter and exponential distributions. The values of Kolmogorov-Smirnov, Anderson Darling and Chi-Square statistics were used to determine the best fit distributions. A model</span></span><span><span><span style="font-family:""> </span></span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;">for the computation of reliability of electric power was then proposed</span></span></span><span style="font-family:Verdana;">. Data on time between complete power outages, Time between Failure (TBF) in Uyo were considered. Trend test and serial correlation test were conducted graphically for the data. The tests proved that the data were identically and independently distributed (iid). Summary statistics of the data showed that complete power outage occurred 416 times between the year 2014 and 2018. The maximum likelihood estimation method was used to estimate the parameters of Weibull 2-parameter, Normal, Lognormal 2-parameter and exponential distributions. The values of Kolmogorov-Smirnov, Anderson Darling and Chi-Square statistics were used to determine the best fit distributions. A model</span></span><span><span><span style="font-family:""> </span></span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;">for the computation of reliability of electric power was then proposed</span></span></span><span style="font-family:Verdana;">.
作者 N. P. Akpan N. A. Bassey N. P. Akpan;N. A. Bassey(Department of Mathematics and Statistics, University of Port Harcourt, Port Harcourt, Nigeria;Department of Statistics, Akwa Ibom State College of Science and Technology, Nung Ukim, Nigeria)
出处 《American Journal of Operations Research》 2021年第2期87-99,共13页 美国运筹学期刊(英文)
关键词 RELIABILITY Power Outage Time between Failure Weibull 2-Parameter Distribution Reliability Power Outage Time between Failure Weibull 2-Parameter Distribution
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