NDLI: Kernel estimation based method for the optimization of the system age preventive replacement policy

Content Provider	IEEE Xplore Digital Library
Author	Dit Bouran Sidibe, I. Khatab, A. Adjallah, K.H.
Copyright Year	2013
Description	Author affiliation: Lab. of Ind. Eng. & Production of Metz (LGIPM, Nat. Eng. Sch. of Metz, Metz, France (Khatab, A.) \|\| Nat. Eng. Sch. of Metz, Metz, France (Adjallah, K.H.) \|\| Lab. of Ind. Eng. & Production of Metz (LGIPM), Lorraine Univ., Metz, France (Dit Bouran Sidibe, I.)
Abstract	This paper investigates the preventive age replacement policy for a system subject to random failures. According to such a policy the system is replaced by a new one, either at failure or at given age T, whichever occurs first. The system is assumed having experienced its mission under a given operating environment and then conducted to fulfill its mission under a new operating condition. This later could be more or less severe that the first and does impacts the system lifetimes distribution. In this paper unlike of the most existing approaches, the system lifetimes distribution is assumed unknown but rather estimated from lifetime data. To estimate the reliability of the system, the Kernel methods is exploited. Such a method offers the advantage of non-parametric estimation methods and in addition to be easy to implement. First, we show that the smoothing parameter of the Kernel estimator has no effect on the estimated values of the system reliability. Second, a mathematical cost model is derived on the basis of Kernel estimator so as to evaluate the optimal preventive age replacement of the system under the new operating environment. The impact of the variability of Kernel smoothing parameter on the cost model is studied, and conditions under which an optimal preventive maintenance age exists, are provided. A numerical example is given to illustrate the proposed work.
Starting Page	1
Ending Page	7
File Size	134379
Page Count	7
File Format	PDF
ISBN	9782960053241
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2013-10-28
Publisher Place	Morocco
Access Restriction	Subscribed
Rights Holder	International Institute for Innovation, Industrial Engineering and Entrepreneurship - I4e2
Subject Keyword	Smoothing methods Estimation Reliability Kernel Preventive maintenance Optimization
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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