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- Title
ANALYZING LOAD SHARING SYSTEM RELIABILITY: A MODIFIED WEIBULL DISTRIBUTION APPROACH.
- Authors
Sutar, Santosh S.; Gardi, Chandrakant G.; Pawar, Somnath D.
- Abstract
Load sharing systems have the ability to distribute the workload among its components. For analyzing a two component parallel load sharing system, the accelerated failure time (AFT) based model with component lifetimes as linear failure rate distribution have been recently proposed in the literature. In the present study, the component lifetimes are assumed to follow a modified Weibull distribution, which is the generalization of many standard lifetime distributions such as exponential, Weibull, Rayleigh, and linear failure rate. The use of modified Weibull distribution leads to a new family of bivariate distributions for ordered random variables. We have also looked into the associated inference techniques for the proposed model. In order to evaluate the effectiveness of the suggested estimating approaches, we conducted a simulation study. In order to provide a practical application and better understanding, we carefully examine a dataset related to motors.
- Subjects
WEIBULL distribution; RANDOM variables
- Publication
Reliability: Theory & Applications, 2023, Vol 18, Issue 3, p708
- ISSN
1932-2321
- Publication type
Article