Residential electricity consumption reminding method and system based on electricity consumption behavior preferences
A technology for residents' electricity consumption and behavior, which is applied in data processing applications, instruments, character and pattern recognition, etc., and can solve problems such as poor experience
Pending Publication Date: 2021-02-19
SHENZHEN POWER SUPPLY BUREAU
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Problems solved by technology
[0003] The technical problem to be solved by the present invention is to provide a method and system for reminding residents of electricity consumption based on electricity consumption behavior preferences, which is used to solve the existing lack of effective means to remind customers to pay bills according to the situation of each customer. The problem of poor experience due to power outage
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[0047] In this patent, the specific implementation manner will be further described below in conjunction with the accompanying drawings and embodiments.
[0048] Such as figure 1 As shown, an embodiment of the present invention provides a method for reminding residents of electricity consumption based on electricity consumption behavior preferences, and the method includes:
[0049] Step S11 , acquiring user payment data, the payment data includes the user ID, the user status corresponding to the user ID, and the payment date of each month within a preset time period corresponding to the user ID.
[0050] In this embodiment, the user status includes normal, logout and suspension, etc., and the preset time period is generally 3 years or more, and the predicted payment date can be obtained relatively accurately based on sufficient historical time.
[0051] It should be noted that due to historical reasons in some areas, the payment was made every two months before, but now it i...
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The invention provides a residential electricity consumption reminding method and system based on electricity consumption behavior preferences, and the method comprises the steps: obtaining the payment data of a user, wherein the payment data comprise a user identification and the payment date of each month in a preset time period corresponding to the user identification; taking the mode of the payment date of each month in the preset time period, taking the mode of the payment date of each month as an initial clustering center, and carrying out the operation of the payment date of each monthin the preset time period through employing a K-means clustering algorithm until a termination condition is met, and obtaining a predicted payment date; and determining an implementation day accordingto the predicted payment date and the association relationship between the implementation day and the predicted payment date, and carrying out user payment reminding on the day of the implementationday, or carrying out user payment reminding on the predicted payment date. According to the invention, the problem that there is no effective means to remind customers to pay fees according to the situation of each customer at present is solved.
Description
technical field [0001] The invention relates to the technical field of power monitoring, in particular to a method and system for reminding residents of electricity consumption based on electricity consumption behavior preferences. Background technique [0002] At present, the method of grouping and classifying customers in the power industry is more based on fixed attributes such as the nature of customers (special change, public change), economic characteristics (whether they are top 100 users), and the behavior of a single customer is highly random. The existing payment reminder method is Unified reminder for all customers, some customers received the reminder too early and forgot the reminder, some customers had already owed the power outage when they received the reminder, there is no effective means to remind customers to pay according to the situation of each customer, and the user was cut off due to arrears resulting in poor experience. Contents of the invention ...
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IPC IPC(8): G06Q10/04G06Q50/06G06K9/62
CPCG06Q10/04G06Q50/06G06F18/23213
Inventor 李颖杰陈喆黄安子史记叶超
Owner SHENZHEN POWER SUPPLY BUREAU