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Big-data-based panoramic power grid multivariate heterogeneous data fusion method

A technology of heterogeneous data and big data, applied in data processing applications, electrical digital data processing, special data processing applications, etc.

Active Publication Date: 2018-02-23
STATE GRID SHANDONG ELECTRIC POWER +1
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AI Technical Summary

Problems solved by technology

At present, the above three power grid monitoring systems operate independently and do not give full play to their complementary advantages; however, the three systems all have GPS time stamps. If sufficient data integration is carried out, without a significant increase in hardware investment, it is possible to establish a network covering all parts of the power grid. The panoramic synchronous monitoring system of voltage level provides strong support for comprehensive monitoring, analysis and mastery of the dynamic process of the high and low side power grids

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Embodiment Construction

[0029] Below in conjunction with accompanying drawing and example the present invention will be further described:

[0030] The purpose of the present invention is to solve the multivariate heterogeneous data fusion problem of the panoramic power grid based on big data, determine the communication protocols of the conventional wide-area measurement system, the fault recorder, and the light wide-area measurement system, and the respective measurement data formats and types; The data frames monitored by the station are decoded separately, and after efficiently extracting, storing, and cleaning the data in the memory, multi-machine distributed management of large-scale heterogeneous data; finally, online analysis of big data and offline knowledge discovery are performed on the underlying data interface. Unify the three systems under one platform framework for comprehensive analysis, realize the panoramic dynamic behavior monitoring of multi-voltage levels of the power grid, make f...

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Abstract

The invention provides an effective method for solving panoramic power grid multivariate heterogeneous data fusion based on big data. The big-data-based panoramic power grid multivariate heterogeneousdata fusion method comprises the steps of: defining communication protocols of a conventional wide area measurement system, a fault recorder and a light wide area measurement system, and clarifying formats and types of respective measurement data; performing shunting decoding on data frames monitored by a master station, extracting, storing, cleaning and standardizing the data in a memory, and then managing large-scale heterogeneous data in a multi-machine distributed non-relational database; and finally, performing online analysis and offline knowledge discovery of big data on a bottom layerdata interface. The big-data-based panoramic power grid multivariate heterogeneous data fusion method has the beneficial effects of realizing the effect of comprehensively analyzing three power gridmonitoring systems in a unified manner under a platform frame through large-scale heterogeneous data fusion, realizing panoramic dynamic behavior monitoring of power grid multi-voltage levels, fully utilizing the existing equipment and resources to reduce overlapping investment, and improving the operation and control level of the power grid.

Description

technical field [0001] The invention relates to the field of power system state monitoring, in particular to a multivariate heterogeneous data fusion method for a panoramic power grid based on big data. Background technique [0002] At present, my country is in a critical period of energy revolution and industrial transformation. It has become a national development strategy to greatly increase the proportion of new energy power generation to reduce the proportion of coal, and vigorously develop electric vehicles to reduce the proportion of oil use. Intermittent new energy grid connection increases the number of low-voltage grid power sources, and the dynamic behavior is more complex. According to the UHV power grid construction planning and deployment of the State Grid Corporation, the operation of multiple regional power grids will face a more complex operating environment such as UHV networking, multiple DC feed-in, large-scale access to new energy, and in-depth interacti...

Claims

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Application Information

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IPC IPC(8): G06Q50/06G06F17/30
CPCG06Q50/06G06F16/2465G06F16/254
Inventor 刘亚林周刚刘泊辰刘刚徐天锡于洋刘广李亚洲张卫东寇承升崔炎冯忠奎张海强赵文锦周宝凤张学绢高原马力远昝浩
Owner STATE GRID SHANDONG ELECTRIC POWER
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