1. Design of electric energy data collection and analysis system for silk making workshop.
- Author
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LI Xiufang, XU Pei, WANG Jianwei, ZHAO Chunyuan, and YANG Yi
- Subjects
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ACQUISITION of data , *SYSTEM analysis , *DATA analysis , *DATA warehousing , *BATCH processing - Abstract
In order to improve the comprehensive analysis and application capabilities of tobacco silk processing, production quality and other data, a set of electric energy data collection and analysis system for high data throughput in the silk workshop was designed. The system realized the aggregation and interaction of heterogeneous data based on the protocol gateway and Cassandra data warehouse. It implemented task creation, management and abnormal analysis through adopting Spring Batch processing technology and a stream and aspect-oriented task management. The task real-time scheduling was implemented with Quarzt and the peak elimination of the collection was achieved with RabbitMQ message middleware. The message could be efficiently shown to users by MQTT protocol and Vue front-end technology. Finally, the system could realize the whole process function from data scheduling, storage, analysis to presentation. The test results showed that the system had small access delay, strong carrying capacity and stability, and could meet the power data analysis needs of tobacco companies' silk workshops. [ABSTRACT FROM AUTHOR]
- Published
- 2020
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