基于KNN算法的船用仿真操作系统评估模型

The Evaluation Model Research of the Marine Simulation Operation System Based on KNN Algorithm

为提高船用仿真操作系统的操作评估效率,科学公正地评估设备操作人员的操作熟练程度,对船用仿真操作系统的通用操作评估模型进行研究。对仿真操作评估系统进行通用化设计,依据要素评价法、实地考察法设计仿真操作系统的评估规则,基于KNN算法建立通用的评估模型,实现对仿真操作系统人员的操作水平的评价。从实例可以看出,此评估模型的操作评估较为公正客观,可用于船用操作类仿真训练评估系统的操作评估。

In order to improve the operation evaluation efficiency of marine simulation operation system and scientifically and fairly evaluate the operation proficiency of equipment operators,the general operation evaluation model of marine simulation operating system is studied.The general design of the simulation operation evaluation system is carried out.The evaluation rules of the simulation operation system are designed according to the element evaluation method and field investigation method.A general evaluation model is established based on KNN algorithm to evaluate the operation level of operators of the simulation operation system.It can be seen from the practical example that the operation evaluation of this evaluation model is fair and objective,and can be used for the operation evaluation of marine operation simulation training evaluation system.