Enterprise-level real-time production data analysis system based on Hadoop

The invention discloses an enterprise-level real-time production data analysis system based on Hadoop. The system comprises: S1, through production equipment and a control system, inputting data information; S2, storing and querying the data information; S3, processing and analyzing the data informa...

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Hauptverfasser: SUN XIANG, ZHU LINGFENG, ZHU ZHI'ANG, HUANG LU, KAN SULI, GONG YUTONG
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention discloses an enterprise-level real-time production data analysis system based on Hadoop. The system comprises: S1, through production equipment and a control system, inputting data information; S2, storing and querying the data information; S3, processing and analyzing the data information; S4, learning an information processing algorithm in a deep learning mode; and S5, analyzing, displaying, warning and storing the data information. The system is based on a Hadoop technical framework, adopts a big data storage technology, supports a parallel computing infrastructure, has the capabilities of big data storage access and distributed computing task scheduling, adopts a distributed search engine technology, and has a database synchronization technology and an ETL technology; and machine learning and artificial intelligence technologies are adopted to carry out data standardization, structuring and other processing on the data, a disease knowledge graph is constructed based on a semantic analysis te