基于数据分析的军人战斗体能训练与评估

Military Combat Physical Fitness Training and Evaluation Based on Data Analysis

战斗体能是指军人在遂行战斗任务时完成相关行动所需的机体运动能力,除了体现身体机能外,还应体现战斗行动中身体机能与武器装备、战场环境和战斗技能等因素的结合。研究明确了战斗体能训练及评估等相关概念;以军校学员为研究对象,以训练数据为基础,通过对不同类型、不同专业学员长期训练数据的分析和挖掘,探索战斗体能训练中各训练科目间的关联性和相互支撑作用,寻找训练规律,创新训练方法;面向战斗任务,提出基于数据分析的战斗体能评估方法框架。

Combat physical fitness refers to the ability of body movement needed by soldiers to complete relevant operations when carrying out combat tasks. In addition to body function, it should also include the combination of body function and weapon equipment, battlefield environment and combat skills in combat operations. Firstly, we clarify the concepts of “combat physical fitness”,“combat physical fitness” training and“combat physical fitness”evaluation, then taking cadets of military academy as the research object and analysis and mining of longterm training data through different types and different specialties on the basis of training data. It aim to explore the correlation and mutual support in“combat physical fitness”training for seeking rules of training and the innovation training methods. Finally, a framework of“ combat physical fitness”evaluation method based on data analysis is proposed on combat tasks.