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An industrial electricity consumption behavior analysis method based on clustering analysis

A technology of cluster analysis and behavior analysis, applied in the field of electric power marketing, can solve problems such as large fluctuations in power grid load, inability to understand load characteristics, and inability to formulate scientific and reasonable power consumption guidance strategies to achieve the effect of reducing grid load

Inactive Publication Date: 2019-05-07
HUZHOU ELECTRIC POWER SUPPLY CO OF STATE GRID ZHEJIANG ELECTRIC POWER CO LTD
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Problems solved by technology

[0002] The electricity load of the power grid fluctuates greatly, and the mismatch between power supply and electricity consumption will cause a lot of waste. The existing electricity consumption behavior analysis method only conducts online monitoring and simple statistical analysis on the electricity consumption load of power customers, and cannot understand the existing problems in different industries. Due to the specific load characteristics, it is impossible to formulate a scientific, reasonable and personalized power consumption guidance strategy

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  • An industrial electricity consumption behavior analysis method based on clustering analysis
  • An industrial electricity consumption behavior analysis method based on clustering analysis
  • An industrial electricity consumption behavior analysis method based on clustering analysis

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Embodiment Construction

[0028] The present invention will be described in further detail below in conjunction with the accompanying drawings, but it should not be understood that the scope of the above-mentioned theme of the present invention is limited to the above-mentioned embodiments.

[0029] Such as Figure 1-7 As shown, a cluster analysis-based industry electricity consumption behavior analysis method includes the following steps:

[0030] (1) Data acquisition

[0031] Internal data acquisition: Due to historical accumulation, each power user in the power collection system generates 96 points of load data every day, resulting in a huge amount of power load data. Considering the speed and stability of data fetching, an open interface is adopted Acquire internal data and store it in a database, and at the same time desensitize and classify the data to ensure data security and availability.

[0032] (2) Data analysis

[0033] Cluster analysis, also known as group analysis and point group analy...

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Abstract

The invention relates to the field of power marketing, in particular to a power utilization behavior analysis method. The industrial electricity consumption behavior analysis method based on clustering analysis comprises the following steps of data acquisition, data analysis and software research and development. The method has the beneficial effects that (1) power utilization behavior clusteringis carried out in different industries, and power utilization behavior characteristics of power customers in different industries are identified; (2) on the basis of a clustering result, a scientific,reasonable and personalized electricity utilization guiding strategy is formulated, the load of the power grid is reduced, and safe and stable operation of the power grid is ensured; And (3) throughsoftware research and development, power consumption behavior monitoring, identification and analysis of power customers in different industries are realized.

Description

technical field [0001] The invention relates to the field of electric power marketing, in particular to a method for analyzing electricity consumption behavior. Background technique [0002] The electricity load of the power grid fluctuates greatly, and the mismatch between power supply and electricity consumption will cause a lot of waste. The existing electricity consumption behavior analysis method only conducts online monitoring and simple statistical analysis on the electricity consumption load of power customers, and cannot understand the existing problems in different industries. Due to the unique load characteristics, it is impossible to formulate a scientific, reasonable and personalized power consumption guidance strategy. Contents of the invention [0003] In order to solve the deficiencies in the prior art, the present invention provides a convenient and accurate analysis method for industrial power consumption behavior. [0004] A kind of industrial electrici...

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Application Information

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IPC IPC(8): G06K9/62G06Q10/06G06Q50/06
CPCY02P80/10Y02P90/82
Inventor 徐淦荣吴刚勇吴恒超徐文辉徐俊宋乐张千斌曾鑫陈捷顾冰
Owner HUZHOU ELECTRIC POWER SUPPLY CO OF STATE GRID ZHEJIANG ELECTRIC POWER CO LTD
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