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A Framework for Quality Improvement in Weapon System using Post-Logistics Support Data
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 Title & Authors
A Framework for Quality Improvement in Weapon System using Post-Logistics Support Data
Kim, Geun-Hyung; Kim, Young-Kuk; Park, Seung Hwan;
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Although advanced weapon system weapons with high-performance and various functions have been developed, weapon defects can be fatal in the weapons industry. Therefore, the army requires quality improvement to reduce the number of defects which occur during both the development and operation of the weapon system. Recently, many manufacturers, including weapons manufacturers, have conducted analyses using defect related big-data in order to improve the quality. However, there have been few data analyses, because it is difficult to obtain the data required for the analysis of the development phase. Therefore, this study summarizes the pattern of the weapon system, military organization, and defect types using the actual data of the Post-Logistics Support (PLS) phase. The PLS data, which is referred to as the data collected after force integration, includes information on requests for maintenance. Through this information, this study selects key variables and analyzes the selected variables. The analysis results show the critical factors to be considered during the development phase. Finally, this study proposes a framework for advanced PLS systems using the PLS data. The proposed framework enables the development time of weapon systems to be further shortened and their quality to be improved.
Big Data Analysis;Integrated Logistics Support;Post-Logistics Support;Variable Selection;Weapon System;
 Cited by
무기체계의 신뢰성 향상을 위한 고장발생기간 중심의 대응분석 연구,송봉근;김근형;김용국;박승환;백준걸;

한국산학기술학회논문지, 2016. vol.17. 10, pp.289-299 crossref(new window)
C. H. Park, A case study on calibration of computational model for a reasonable cost estimation of missile development program, Journal of Digital Convergence, 2014. 5

K. Y. Lee, S. M. Kim, E. S. Park, J. E. Park, G. H. Kim, A qualitative study on software ILS application : Comparison analysis of maintenance types in software and hardware, Journal of the Korea Academia-Industrial cooperation Society, vol.15, no.9, pp5726-5737, 2014. DOI: crossref(new window)

Y. C. Jung, Big data-Understanding of Communication, Communication books 2013. 2.

D. H. Kim, A Study on the Test & Evaluation Method of Guided Missiles based on Reliability Growth Management, Kwangwoon University, 2014

J. G. Lee, S. B. Kwon, G. G. Lim, Management Information Systems, Third edition, 2011. 9

U. Fayyad, G. P.-Shapiro, and P. Smyth. From data mining to knowledge discovery in databases. AI Magazine, 17(3):37-54, Fall 1996.

K. N. Lee, H. C. Lee, A Study on the Combined Decision Tree(C4.5) and Neural Network Algorithm for Classification of Mobile Telecommunication Customer, Journal of intelligent information systems, vol.9, no. 1, 2003.

W. H. Byun, K. H. Lee, S. H. Lee, H. Y. Kee, Demand Forecasts Analysis of Electric Vehicles for Apartment in 2020, vol.11, no. 3, 2012. 6

G. S. Min, J. W. Jung, I. C. Choi, A data mining based Methodology for Military Occupational Specialty Assignment, Military Operations Research Society of Korea, vol. 30, no. 1, 2004. 6

Y. J. Park, G. W. Jeon, A Demand Forecasting for Aircraft Spare Parts using ARIMA, Military Operations Research Society of Korea, vol. 34, no. 2, 2008. 8

K. Y. Kang, B. K. Yoon, An Effective Recruits Assignment Method for Early Job Adaptation of Air-munition Maintenance Airmen Using Data mining Technique, Military Operations Research Society of Korea, vol. 37, no. 1, 2011. 3

T. G. Lee, Military Terminology Dictionary, Ilwolbooks, 2012. 6

DAPA(Defense Acquisition Program Administration), Defense acquisition program administration regulation, 2014. 2

C. K. Chung, A Study on PBL(Performance Based Logistics) application for advanced ROK(Republic of Korea) logistic support, Kwangwoon University, 2013

J. B. Lee, A Study on Improving the Defense Acquisition Management System-With emphasis on TLCSM, Pusan National University, 2012. 2

Karl Pearson, F.R.S, Mathematical contributions to the theory of evolution. Dulau and Co, 1904