Weibull distribution-based analysis for reliability assessment of an isolated power micro-grid system

被引：7

作者：

Amuta, E. O. ^{[1
]}

Wara, S. T. ^{[2
]}

Agbetuyi, A. F. ^{[1
]}

Sawyerr, B. A. ^{[3
]}

机构：

[1] Covenant Univ, Dept EIE, PMB 1023, Ota, Nigeria

[2] Afe Babalola Univ, Dept Elect & Comp Engn, Ado Ekiti, Nigeria

[3] Univ Lagos, Dept Comp Sci, Lagos, Nigeria

来源：

MATERIALS TODAY-PROCEEDINGS | 2022年 / 65卷

关键词：

Weibull distribution; Micro-grid; Meantime to repair; Reliability; Scale parameters; Maximum likelihood Estimator;

D O I：

10.1016/j.matpr.2022.06.244

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

This study investigates Weibull Distribution-based Analysis for reliability assessment of an isolated power Micro-grid system. The Mean Time to Repair (MTTR) reliability indices were calculated using the outage data obtained from the micro-grid site between 2015 and 2019. The Weibull probability func-tion is widely used in reliability analysis; in this method, the shape and scale parameters were calculated using the Maximum likelihood Estimator (MLE). MLE technique was deployed to check the problem of the MTTR data analysis from data collected to estimate the Weibull study. The research involved the per-centage, cumulative percentage, density, cumulative probability, survival probability, and hazard proba-bility. The scale parameter, which was observed as 0.625195, equally represents the mean failure time of 0.99728, which influenced the overall reliability performance of the micro-grid power system.Copyright (c) 2021 Elsevier Ltd. All rights reserved. Selection and peer-review under responsibility of the scientific committee of the International Confer-ence on Engineering for a Sustainable World.

引用

页码：2215 / 2220

页数：6

共 23 条

[1]

Abdulgalil MA, 2018, PROC IEEE INT SYMP, P868, DOI 10.1109/ISIE.2018.8433614

[2] Reliability Study of Stand-alone Hybrid Renewable Energy Microgrids [J].