Analysis system and method for train operation monitoring device data based on big data

Analysis system and method for train operation monitoring device data based on big data

The invention discloses an analysis system and method for train operation monitoring device data based on big data. Concentrated storage and data formatting and normative treatment of operation recordhistorical data of an LKJ device are achieved, and massive LKJ device data can be analyzed. Accordin...

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Hauptverfasser: YANG XIAN, DENG YONG, TANG CHENGYU, YAN SHENG, LIU XI, YANG SHAOBIN, LEI LIPING, LIANG FEI, ZHOU HONGYI, ZHU SHUANGJIAO, LI XI
Format: Patent
Sprache:chi ; eng
Schlagworte:
CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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creator YANG XIAN
DENG YONG
TANG CHENGYU
YAN SHENG
LIU XI
YANG SHAOBIN
LEI LIPING
LIANG FEI
ZHOU HONGYI
ZHU SHUANGJIAO
LI XI
description The invention discloses an analysis system and method for train operation monitoring device data based on big data. Concentrated storage and data formatting and normative treatment of operation recordhistorical data of an LKJ device are achieved, and massive LKJ device data can be analyzed. According to the technical scheme, the method comprises the steps that a big data platform is built on thebasis of the Hadoop ecosphere, concentrated storage and data formatting and normative treatment of operation record historical data of the LKJ device are achieved, and the data is stored in an HBase distributed database finally; then, Map/Reduce is utilized for performing distributed operation treatment on a large amount of related LKJ operation data stored in the HBase distributed database, massive LKJ data analysis is completed, and the analysis result is adopted as intermediate data to be saved in the HBase; some related data and the intermediate result obtained by analysis are reloaded into the distributed data lib
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subjects CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
title Analysis system and method for train operation monitoring device data based on big data
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