摘要
驾驶训练过程中采集的离合器动作数据长,冗余数据多,必须经过一定的处理后才能有效应用。结合离合器动作特点,将主离合器动作模式识别和时间序列数据分割方法结合起来,构建了一种基于模式识别和滑动窗口分割相结合的离合器动作数据分割方法,实现了离合器动作数据的模式表示和快速分割,为后续训练效果评估提供了基础方法。
The clutch action data collected during the driving training is so long with high redundancy data,and only after the process of data processing can it be used effectively.According to the clutch action characteristics,combining the clutch action mode identification with time series data partition method,a kind of clutch data partitioning method based on the mode identification and sliding windows partitioning is built to realize mode identification and rapid partitioning of the clutch action data,providing a basic method to evaluate the driving training effectiveness.
作者
刘义乐
张进秋
LIU Yi-le;ZHANG Jin-qiu(Vehicle Engineering Department,Army Academy of Armored Forces,Beijing 100072,China)
出处
《装甲兵工程学院学报》
2019年第1期45-48,共4页
Journal of Academy of Armored Force Engineering
基金
军队科研计划项目
关键词
离合器动作
数据分割
模式识别
滑动窗口
clutch action
data partitioning
mode identification
sliding window
