Electric power big data rapid visualization analysis method and system based on three-dimensional scene
A three-dimensional scene and analysis system technology, applied in the field of big data analysis, can solve the application, inability, inconvenience and other problems of big data design, and achieve the effect of wide practicability and good usability
Pending Publication Date: 2021-12-17
SOUTHERN POWER GRID PEAK LOAD & FREQUENCY REGULATION GENERATING CO LTD
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Problems solved by technology
The existing big data application system does not have a structure specially designed for power systems, and the existing national grid business system does not have an application specially designed for big data. This makes various data and services separate from each other, and users cannot platform for visual analysis
The mode of processing different data on different platforms and then trying to integrate them into the visual analysis system not only brings a lot of inconvenience to users, but also makes it impossible to obtain the correlation between various data in the process of data mining and display them intuitively
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[0040] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
[0041] see figure 1 , a fast visual analysis method for power big data based on 3D scenes, the processing flow of the visual analysis task is as follows:
[0042] Step 1: Collect data, serialize it into the big data file system HDFS, and persist it to the database HBase at the same time;
[0043] Step 2: Decide which scheme to use to mine and analyze the data, and adopt the corresponding intelligent algorithm;
[0044] Step 3: Map the output result set to th...
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The invention relates to the technical field of big data analysis, and discloses an electric power big data rapid visualization analysis method and system based on a three-dimensional scene, and the processing flow of the visualization analysis method comprises the following steps: S1, collecting data, serializing the data into a big data file system HDFS, and meanwhile, persisting the data into a database HBase; S2, determining which scheme is adopted to mine and analyze the data, and adopting a corresponding intelligent algorithm; and S3, mapping the output result set to a visualization module to form graphic information, integrating the result set with a scene by a visualization engine, and outputting the result set and the scene to a user in a three-dimensional space field visualization form. According to the electric power big data rapid visualization analysis method and system based on the three-dimensional scene, a big data ecological system and a visualization module are integrated, so that graphic calculation of the three-dimensional scene and numerical calculation of data analysis are integrated in the same framework, the storage mode and the calculation mode become universal, and therefore, multi-service collaborative visual analysis work is realized.
Description
technical field [0001] The invention relates to the technical field of big data analysis, in particular to a fast visualization analysis method and system for power big data based on three-dimensional scenes. Background technique [0002] Big data is a new discipline that has emerged in recent years. The research in this field has just started, and there is no in-depth research and mature application in the field of power big data visualization analysis. [0003] Applying fast data analysis methods and fast scene rendering methods to power big data requires an integrated platform dedicated to power systems. The existing big data application system does not have a structure specially designed for power systems, and the existing national grid business system does not have an application specially designed for big data. This makes various data and services separate from each other, and users cannot The platform performs visual analysis work. The mode of processing different d...
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IPC IPC(8): G06F16/904G06F16/906G06F16/25G06F16/182
CPCG06F16/904G06F16/906G06F16/252G06F16/182
Inventor 高菘姚明亮张龙浩付恩狄莫理梁宇柔刘永辉李德华胡道平陈远政
Owner SOUTHERN POWER GRID PEAK LOAD & FREQUENCY REGULATION GENERATING CO LTD