Heat supply network real-time data warehouse system

A real-time data and data technology, applied in the direction of database indexing, structured data retrieval, electronic digital data processing, etc., can solve problems such as inability to perform standardized multi-dimensional analysis, and achieve solutions to insufficient data storage and computing capabilities, customized data flow processing, The effect of efficient data stream processing

Active Publication Date: 2020-08-07
RUINA INTELLIGENT EQUIP CO LTD
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Problems solved by technology

[0008] Therefore, the heating network data in the prior art is isolated island data, and standardized multi-dimensional analysis cannot be performed

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  • Heat supply network real-time data warehouse system
  • Heat supply network real-time data warehouse system
  • Heat supply network real-time data warehouse system

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Embodiment Construction

[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] In order to make the above objects, features and advantages of the present invention more comprehensible, the present invention will be further described in detail below in conjunction with the accompanying drawings and specific embodiments.

[0042] figure 1 It is a schematic structural diagram of the heating network real-time data warehouse system of the present invention, such as figure 1 As shown, the heating network real-time data warehouse system...

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Abstract

The invention relates to a heat supply network real-time data warehouse system. The system comprises a data access module, a real-time calculation module, a big data storage subsystem and a data application module; the data access module is used for carrying out partition storage on acquired data in a standard format; the real-time calculation module is used for carrying out detail summarization and application processing according to the acquired data and outputting a summarization result and an application processing result to the big data storage subsystem, the detail summary is a process of associating the unit real-time data with the related dimension data, and the application processing is a process of performing data processing according to business requirements; the big data storage subsystem is used for storing the data output by the real-time calculation module by adopting a data model; and the data application module is used for carrying out multi-dimensional analysis, artificial intelligence application or business intelligence application on the data stored in the big data storage subsystem. Integration of heat supply network data can be realized, and standardized multi-dimensional analysis of the data is realized.

Description

technical field [0001] The invention relates to the field of heat supply data analysis, in particular to a real-time data warehouse system for a heating network. Background technique [0002] At present, most of the data analysis in the heating field is carried out through different business systems. However, business systems are usually custom-developed, which can only satisfy a certain aspect of data query and analysis. With the advent of the era of big data and artificial intelligence, and the in-depth application analysis and judgment of hot network data, the following problems exist at this time: [0003] Data is based on the application of a single system, and there is a data island phenomenon; [0004] Massive heating network data is mainly stored in relational data, and the innovation is free in NoSQL service storage technology. The storage bottleneck is becoming increasingly prominent, and the mainstream standardization scheme is vacillating; [0005] Lack of dat...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/27G06F16/22G06F16/2457G06F16/248G06F16/182G06F9/54
CPCG06F16/27G06F16/2282G06F16/2457G06F16/248G06F16/182G06F9/546G06F2209/548Y02D10/00
Inventor 于洪洋钱律求陶存宝曹长虎沙邦乐胡磊
Owner RUINA INTELLIGENT EQUIP CO LTD
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