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Application Research Of Static Security Analysis Cloud Computing Based On Docker Technology, Yang Liu, Ruifeng Zhao, Bo Li, Haizhu Wang, Dawei Deng
Application Research Of Static Security Analysis Cloud Computing Based On Docker Technology, Yang Liu, Ruifeng Zhao, Bo Li, Haizhu Wang, Dawei Deng
Journal of Electric Power Science and Technology
To match to the development of the concurrency and expansibility requirements of multiuser static security analysisin power dispatching systems, this paper analyzes the characteristics of static security analysis and calculation, and combines it with docker technology.Based on Docker technology, astatic security analysis cloud computing application method is proposed for designing the operation architecture of the application. In this method, Docker container images are generated corresponding to different power flow algorithms, and the data exchangebetween users and containers are realized by using Protobuf. New containers are dynamically created and idle containers is allocated according to the calculation request. Containerswill be released …
Parallel Clustering Analysis For Power Consumption Data Based On Graph Model, Peng Tao, Yangrui Zhang, Mengyu Li, Jielin Li
Parallel Clustering Analysis For Power Consumption Data Based On Graph Model, Peng Tao, Yangrui Zhang, Mengyu Li, Jielin Li
Journal of Electric Power Science and Technology
As the deepen development of smart grids construction, more and more monitoring data are collected in power distribution network, and gradually forming big data on the user side of smart grids. The traditional data analysis model does no longer meet performance requirements of huge data processing. Thereby new storage and data analysis models are urgently needed to be established. Under this background, this paper proposes a cluster analysis method for massive electricity consumption data based on the Alibaba Cloud big data analysis platform MaxCompute. The characteristics of power consumption data are fully considered, and a multilevel partition tablebased power consumption …