Weibull-Exponential Distribution and Its Application in Monitoring Industrial Process
Author(s) -
Muhammad Bilal,
Muhammad Mohsin,
Muhammad Aslam
Publication year - 2021
Publication title -
mathematical problems in engineering
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.262
H-Index - 62
eISSN - 1026-7077
pISSN - 1024-123X
DOI - 10.1155/2021/6650237
Subject(s) - weibull distribution , control chart , exponential distribution , exponential function , chart , statistics , mathematics , reliability engineering , computer science , engineering , process (computing) , mathematical analysis , operating system
This paper presents a new Weibull family of distributions. The compatibility of the newly developed class is justified through its application in the field of quality control using Weibull-exponential distribution, a special case of the proposed family. In this paper, an attribute control chart using Weibull-exponential distribution is developed. The estimations of the model parameters and the proposed chart parameters are performed through the methods of maximum likelihood and average run-length. The significance of the proposed model is demonstrated using a simulation study and real-life problems. The results of the monitoring process and quick detection are compared with exponential distribution.
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