摘要
某型车辆运行过程中会产生状态数据,状态数据中包含大量信息,但这些数据没有被很好地利用,本文通过对某型车辆状态数据的采集,对其进行深入的分析和处理,总结出各状态数据之间的内在关系和车辆运行过程中的潜在规律。首先对某型车辆运行的状态数据进行采集,其次对采集到的数据进行数据清洗,对车辆运行全过程中各参数的变化情况进行可视化,最后进行参数关联性分析,找到车辆运行过程中各个参数变化的一些基本规律,为多元数据分析处理提供一定的参考。
During the operation of a certain type of vehicle,state data will be generated,which contains a large amount of information,but these data have not been well utilized,this article collects the status data of a certain type of vehicle and conducts in-depth analysis and processing of the collected data,the internal relationships between various state data and potential laws during vehicle operation are summarized.Firstly the status data of a certain type of vehicle operation is collected,secondly the collected data is cleaned to visualize the changes in various parameters throughout the vehicle operation process,finally parameter correlation analysis is conducted to identify some basic laws of the changes in various parameters during vehicle operation,providing a reference for multivariate data analysis and processing.
作者
胡浩
冯辅周
朱俊臻
宋超
Hu Hao;Feng Fuzhou;Zhu Junzhen;Song Chao(Department of Vehicle Engineering,Army Academy of Armored Forces,Beijing 100072,China)
出处
《科技通报》
2024年第10期29-35,98,共8页
Bulletin of Science and Technology
基金
国家自然科学基金项目(52005510)。
关键词
数据
可视化
装备底盘
动力运行
data
visualization
equpment chassis
power operation
