Wind turbine real-time data analysis and monitoring and warning system based on Storm
Pizhen Zhang,
Yan Xia,
Rongxu Hou
et al.
Abstract:This paper introduces a real-time data analysis and monitoring and warning system for wind turbines based on Storm platform. Firstly, the framework and core components of Storm technology are introduced in detail, as well as the related Kafka technology. At the same time, the method of data forecasting is introduced. In state prediction algorithm based on naive Bayes, the basic idea of naive Bayes algorithm is introduced in detail, and the pseudo-code setting meter of the algorithm is given. In addition, the w… Show more
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