여단급 KCTC 훈련의 곡사화기 전투 결과 분석

Abstract

This study analyzed the battle results of the howitzer unit, which is a key combat tool for brigade-level scientific combat training, using KCTC training big data. For the analysis, the necessary variables were defined, and data was constructed through pre-processing from the raw data. Various visualization methods were presented to evaluate and compare the battle results of the entire howitzer unit, and a way to visually express the difference in howitzer operations between units was also presented. In addition, a method to distinguish between excellent unit and poor unit was suggested, and factors that have an important influence on the battle results of howitzers were identified through the statistic test and classification analysis. As a result of the research, the units that had active observation activities through the efforts to find the enemy, especially those that had a large amount of observation and fired before the start of the attack by the opposing forces, were operating more effective howitzers in combat than those that did not. This paper is the first research conducted after the KCTC training has been expanded to the brigade level and is expected to serve as a good starting point for future research as well as the purpose of this paper.