Estimation on Reliability Models of Bearing Failure Data
المؤلفون المشاركون
Xia, Xintao
Chang, Zhen
Lijun, Zhang
Xiaowei, Yang
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-21، 21ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2018-03-26
دولة النشر
مصر
عدد الصفحات
21
التخصصات الرئيسية
الملخص EN
The failure data of bearing products is random and discrete and shows evident uncertainty.
Is it accurate and reliable to use Weibull distribution to represent the failure model of product? The Weibull distribution, log-normal distribution, and an improved maximum entropy probability distribution were compared and analyzed to find an optimum and precise reliability analysis model.
By utilizing computer simulation technology and k-s hypothesis testing, the feasibility of three models was verified, and the reliability of different models obtained via practical bearing failure data was compared and analyzed.
The research indicates that the reliability model of two-parameter Weibull distribution does not apply to all situations, and sometimes, two-parameter log-normal distribution model is more precise and feasible; compared to three-parameter log-normal distribution model, the three-parameter Weibull distribution manifests better accuracy but still does not apply to all cases, while the novel proposed model of improved maximum entropy probability distribution fits not only all kinds of known distributions but also poor information issues with unknown probability distribution, prior information, or trends, so it is an ideal reliability analysis model with least error at present.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Xia, Xintao& Chang, Zhen& Lijun, Zhang& Xiaowei, Yang. 2018. Estimation on Reliability Models of Bearing Failure Data. Mathematical Problems in Engineering،Vol. 2018, no. 2018, pp.1-21.
https://search.emarefa.net/detail/BIM-1208252
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Xia, Xintao…[et al.]. Estimation on Reliability Models of Bearing Failure Data. Mathematical Problems in Engineering No. 2018 (2018), pp.1-21.
https://search.emarefa.net/detail/BIM-1208252
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Xia, Xintao& Chang, Zhen& Lijun, Zhang& Xiaowei, Yang. Estimation on Reliability Models of Bearing Failure Data. Mathematical Problems in Engineering. 2018. Vol. 2018, no. 2018, pp.1-21.
https://search.emarefa.net/detail/BIM-1208252
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1208252
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر