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Smart energy management and control system based on cloud platform

A technology of management and control system and smart energy, applied in the direction of database management system, information technology support system, resources, etc., can solve the problems of one-sided analysis results and single business coverage

Pending Publication Date: 2021-03-30
SKILLS TRAINING CENT STATE GRID LIAONING ELECTRIC POWER +1
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  • Claims
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Problems solved by technology

[0005] Aiming at the problems existing in the above-mentioned prior art, the present invention provides a smart energy management and control system based on a cloud platform, which realizes the unified scheduling and management of new energy, and effectively overcomes the problem that the existing platform covers relatively single services and the analysis results are too one-sided The problem

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  • Smart energy management and control system based on cloud platform
  • Smart energy management and control system based on cloud platform
  • Smart energy management and control system based on cloud platform

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Embodiment

[0032] Such as Figure 1-2 As shown, a smart energy management and control system based on cloud platform, including central cloud server, edge cloud server and application end, realizes data collection and model deployment through the basic architecture of "cloud-edge-end". The inside of the central cloud server includes a big data processing computing engine Spark platform, NoSQL database and Twitter Storm data processing platform; the inside of the edge cloud server includes a KafiKa system, Spark Streaming data analysis platform; the application end includes a WEB server, an authentication server , cloud interface server and database server;

[0033] The big data processing computing engine Spark platform is built in the central cloud server, and the real-time data is stored by an open source distributed NoSQL database, and the real-time data flow is analyzed and processed by a cloud computing method, and Twitter Storm is used in the Spark platform The real-time data proc...

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Abstract

The invention relates to a smart energy management and control system based on a cloud platform. The system comprises the following steps: building a Spark platform in a central cloud server, storingreal-time data through employing a NoSQL database, analyzing and processing a real-time data flow based on a cloud computing method, classifying a data source in the Spark platform through employing aTwitter Storm real-time data processing framework, extracting the processed, analyzed and fused data into an edge cloud server through a 5G network, and carrying out training and modeling; and enabling an application end to integrate the algorithm model established in the edge cloud server with the data of the central cloud server, and scheduling the whole new energy power generation system through an AI algorithm to form a closed-loop energy cloud scheduling system. According to the invention, wide interconnection with a power supply terminal, a user terminal and other parties is realized, new energy planning and layout are effectively guided, and positive effects in aspects of promoting new energy scientific development, ordered grid connection, high-efficiency consumption and the likeare achieved.

Description

technical field [0001] The present invention relates to an overall architecture of a cloud platform based on new energy big data analysis, and in particular to a smart energy management and control system based on a cloud platform. Background technique [0002] In recent years, my country's new energy has continued to develop rapidly, and its penetration rate in the power grid is increasing day by day. However, the development and grid connection of large-scale new energy has brought great challenges to the planning and operation of the power system. Many new energy bases in my country are located in economically underdeveloped areas. The new energy in this area is difficult to absorb, and the power grid is weak. Ability to adjust and many other aspects of the problem. These problems have become the main resistance restricting the development of new energy. [0003] At present, the construction of the new energy cloud platform is not perfect, the business covered is relativ...

Claims

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Application Information

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IPC IPC(8): G06Q10/06G06Q50/06G06F16/25G06N20/00
CPCG06Q10/06312G06Q10/06313G06Q50/06G06Q10/06315G06F16/25G06N20/00Y04S10/50
Inventor 于常乐朱远达赵会徐浩然李文文伊永飞季彦辰赵泓博杨林万家孙新宇肖傲
Owner SKILLS TRAINING CENT STATE GRID LIAONING ELECTRIC POWER
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