Energy Internet information platform based on Spark and application thereof

A technology of energy Internet and information platform, which is applied in the field of energy Internet information platform to achieve the effect of ensuring efficient processing

Pending Publication Date: 2017-03-08
NORTH CHINA ELECTRIC POWER UNIV (BAODING)
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] The purpose of the present invention is to provide a Spark-based Energy Internet information platform and its a

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  • Energy Internet information platform based on Spark and application thereof
  • Energy Internet information platform based on Spark and application thereof
  • Energy Internet information platform based on Spark and application thereof

Examples

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Embodiment Construction

[0028] In order to make the object, technical solution and advantages of the present invention more clear, the present invention will be further described in detail below in conjunction with the examples. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0029] Starting from the real-time big data rapid analysis requirements faced by the Energy Internet, the present invention proposes a real-time big data platform combining memory computing and stream computing on the basis of analyzing the characteristics of the energy Internet big data and cutting-edge information technology, and uses real-time transaction information Matching, online power quality monitoring and fast data machine learning clustering algorithm are taken as examples, and the implementation examples based on the Spark platform are obtained, which provide reference for the planning, implementation and operati...

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Abstract

The invention discloses an energy Internet information platform based on Spark and application thereof. The energy Internet information platform comprises a Spark Streaming module which is used for finishing receiving data and detecting, filtering and analyzing the data rapidly; a memory parallel computing module which is connected with the Spark Streaming module and is used for finishing various general analysis algorithms through utilization of a memory computing technology of the Spark; a distributed file module which is connected with the memory parallel computing module and is used for finishing real-time big data computing analysis and finishing a scheduling algorithm, dynamic prediction and security analysis, wherein through utilization of big data, purchase quantity of power or other energy is analyzed, energy consumption is predicted, energy users are managed, the energy efficiency is improved and the energy cost is reduced; and an application module which is connected with the memory parallel computing module and is used for providing energy sharing and sharing service for a client. According to the platform and the application, the high-efficiency processing of the real-time big data is ensured, and the high-efficiency analysis of the real-time big data in the energy Internet is finished.

Description

technical field [0001] The invention belongs to the technical field of the Internet, and in particular relates to a Spark-based energy Internet information platform and an application thereof. Background technique [0002] At present, the "Energy Internet" (Energy Internet) is based on the power system, based on the Internet and other cutting-edge information technologies, with distributed renewable energy as the main primary energy, and deeply integrated with other systems such as natural gas networks and transportation networks. Formed a new energy utilization system. As a product of interdisciplinary subjects such as electrical engineering, energy, information, transportation, and environment, the construction of the Energy Internet system involves the development and transformation of many industries and technical fields. The Energy Internet will realize the dynamic balance of energy in a wide area, involving many technical issues such as massive distributed equipment a...

Claims

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Application Information

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IPC IPC(8): G06F17/30G06Q10/04G06Q50/06
CPCG06F16/182G06F16/2471G06Q10/04G06Q50/06Y02D10/00
Inventor 王桂兰周国亮
Owner NORTH CHINA ELECTRIC POWER UNIV (BAODING)
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