摘要
在一般数据处理方法分析的基础上,研究了适用于载人游乐设备运行数据的数据清理、数据集成、数椐归约、数据变换等数据处理技术,给出了载人设备运行数据的处理流程,分别建立了基于样本聚合处理、方差处理和差分处理的载人设备数据变换的三种应用方法,满足了载人设备运行数据的处理要求.最后通过载人设备中的动感车应用实例,对载人设备运行数据的处理流程和数据处理方法进行了验证,并取得了较好的应用效果.
Based on the analysis of the general data processing methods,the data processing technologies such as data cleaning,data integration,data reduction and data transformation are studied,which are suitable for the operation data processing of the amusement manned rides.The processing flow of the operation data of the manned rides is proposed.Three calculation methods about sample aggregation,variance processing and differential processing for the manned rides data transformation are established,which meet the requirements of manned rides operation data processing.Finally,the data processing flow and three calculation methods are verified and applied through the application case of the dynamic vehicle,which is a typical manned amusement rides,and good application results are obtained.
作者
刘辉
沈功田
杨勇
刘苏芳
张克宁
Liu Hui;Shen Gongtian;Yang Yong;Liu Sufang;Zhang Kening(FANTAWILD HOLDINGS INC.,Shenzhen 518000;China Special Equipment Inspection and Research Institute,Beijing 100029)
出处
《中国特种设备安全》
2020年第7期10-16,共7页
China Special Equipment Safety
基金
国家重点研发计划项目“游乐园和景区载人设备全生命周期检测监测与完整性评价技术研究”(项目编号:2016YFF0203100)
“载人设备运行状态监测、故障诊断和质量性能评价技术研究与系统开发”(课题编号:2016 YFF0203104)。
关键词
载人设备
数据处理
数据清理
数据变换
Manned rides
Data processing
Data cleaning
Data transformation
