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Method and system for enterprise user status assessment based on power load data

A technology of power load and user status, applied in data processing applications, energy industry, sustainable manufacturing/processing, etc., to achieve the effects of easy implementation, high detection accuracy, and high computing efficiency

Active Publication Date: 2021-08-24
STATE GRID JIANGSU ELECTRIC POWER CO LTD MARKETING SERVICE CENT +2
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, there are few existing electric power big data applications. Use the user's electricity consumption information in the marketing data to conduct big data analysis and evaluation of user status such as business resumption and production resumption.

Method used

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  • Method and system for enterprise user status assessment based on power load data
  • Method and system for enterprise user status assessment based on power load data
  • Method and system for enterprise user status assessment based on power load data

Examples

Experimental program
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Effect test

Embodiment 1

[0114] Based on the power load data of 3 enterprise users in Jiangsu Province from January 7, 2020 to March 13, and from January 7 to March 13, 2019, by calculating the resumption rate and resumption rate of enterprise users, the evaluation Its resumption of work and production in the first quarter of 2020 is to illustrate and verify the present invention.

[0115] figure 2 , 3 , 4 are the daily resumption rate curves of the first, second, and third corporate users in the first quarter of 2020 calculated according to steps 1-4.

[0116] Figure 5 , 6 , 7 are the daily resumption rate curves of the first, second, and third enterprise users in the first quarter of 2020 calculated according to steps 1-4.

[0117] In general, due to the 2020 Spring Festival and the impact of the new crown epidemic, the resumption rate curve is a U-shaped curve, but the resumption time and progress of enterprise users vary. Obviously, the second enterprise user resumed work the earliest and t...

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Abstract

This application discloses a method and system for evaluating the state of enterprise users based on power load data. The method includes: obtaining the power load data of the enterprise user to be evaluated on the evaluation date and the monthly and daily power load data of the same period in history and removing outliers; removing outliers After effective value screening of the power load data, the effective power load data is obtained; based on the effective power load data, the equivalent production capacity of the enterprise users to be evaluated on the evaluation day and the equivalent production capacity in the same period of history are calculated; The equivalent production capacity and the equivalent production capacity of the same period of history are calculated to calculate the resumption rate and resumption rate of the enterprise user to be evaluated on the evaluation day; according to the resumption rate and resumption rate on the evaluation day, analyze and evaluate the current production status of the enterprise user and the situation under different circumstances ability to resume work and production. It has realized the effective monitoring of the production status of enterprise users, the accurate assessment of the resumption of work and production, and the timely warning of adverse situations.

Description

technical field [0001] The invention belongs to the technical field of electric power big data application, and relates to an enterprise user status evaluation method based on electric load data. Background technique [0002] With the continuous development of the smart grid, the operation of power enterprises has gradually realized intelligence and informationization, and the power data has also shown a trend of rapid growth. The three major types of data that can be collected are power operation, management and marketing, forming a large-scale and diverse big data resource, and have been used in power grid status monitoring, power grid loss monitoring, power grid security and stability analysis and early warning, distribution network re-emergence, etc. Overload risk assessment and many other aspects of application. The application of electric power big data has provided a strong impetus for power companies to improve quality and efficiency and serve the society. [0003]...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06Q10/06G06Q50/06
CPCG06Q10/0639G06Q50/06Y02P80/10Y02P90/82
Inventor 杨世海方凯杰黄奇峰黄艺璇陈霄刘恬畅陈铭明李志新李波陆婋泉苏慧玲程含渺
Owner STATE GRID JIANGSU ELECTRIC POWER CO LTD MARKETING SERVICE CENT