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http://dx.doi.org/10.6109/jkiice.2017.21.11.2191

Calibration Interval Analysis Method Based on F-test and Performance Index of Measurement Reliability Model Using Maintenance Data in Military Weapon Systems  

Cha, Yun-bae (Department of Weapon Systems Engineering, Pukyong National University)
Kim, Boo-il (Department of Electrical, Electronics and Software Engineering, Pukyong National University)
Abstract
The PME(precision measurement equipment) used in the measurement to check the performance of the equipment in military weapon system is periodically calibrated to maintain measurement reliability during the life cycle. Previous studies suggest that reliability models are determined by considering sample size and characteristics of equipment. However, it may not be fit well to apply a single model assuming the same characteristic distribution for the maintenance date of many kinds of PMEs. This paper proposes that the most suitable calibration interval for maintenance data is selected through the F-test and the performance index evaluation among the calibration intervals estimated from the measurement reliability models assuming the characteristic of the bath-tub curve during the life cycle of various PMEs. The research results show that the reliabilities of various types of equipment are maintained during calibration intervals.
Keywords
Precision measurement equipment; Calibration interval; Reliability; F-test; Performance index;
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  • Reference
1 H. Paul, "Cost Effective Calibration Intervals Using Weibull Analysis," in Proceedings of the American Society for Quality Control 49th Annual Quality Congress, pp. 1-12, 1995.
2 A. J. Lemonte, "A new exponential-type distribution with constant, decreasing, increasing, upside-down bathtub and bathtub-shaped failure rate function," Journal of Computational Statistics & Data Analysis, vol. 62, pp. 149-170, June 2013.   DOI
3 T. Zhang, R. Dwight, and K. El-Akruti, "On a Weibull related distribution model with decreasing, increasing and upside-down bathtub-shaped failure rate," in Proceedings of Reliability and Maintainability Symposium, pp. 1-6, Jan. 2013.
4 Technical Manual, Air Force Metrology and Calibration Program, US AFMC, 2016.
5 NCSL Calibration Interval Committee, "Establishment and adjustment of calibration intervals, recommended practice RP-1," in National Conference of Standard Laboratories, pp. 27-76, 2010.
6 S. Brockway and T. Gorman, "Air force interval analysis of test, measurement and diagnostic equipment based on maintenance data collection," in Proceedings of the 2008 NCSL International Workshop and Symposium, pp. 1-5, 2008.
7 C. Kim, "A Practical Guide to Adjusting Calibration Interval," in Proceedings of the 2014 NCSL International Workshop & Symposium, pp. 1-10, 2014.
8 E. M. A. AI Reeshi, "Industrial engineering application in metrology : job scheduling, calibration interval and average outgoing quality," Ph. D. dissertation, School of Engineering and Design Brunel University, UK, 2013.
9 P. Carbone, "Performance of simple response method for the establishment and adjustment of calibration intervals," IEEE Transactions on Instrumentation and Measurement, vol. 53, no. 3, pp. 730-735, May 2004.   DOI
10 S. M. Shin and S. Uroosa, "Predicting software reliability using particle SWARM optimization technique," Asia-pacific Journal of Convergent Research Interchange, vol.1, no.3, pp. 17-30, Sep. 2015.