A method for predicting the cleaning and maintenance time of self-service electricity vending terminals

Abstract

The invention discloses a method for predicting the cleaning and maintenance time of a self-service electricity vending terminal. , and each prediction stage corresponds to a different prediction algorithm. The system can automatically select stages according to the accumulation process of business data. The system simultaneously predicts the results of cleaning time in 1 day, 2 days and 3 days, and introduces empirical data, seasonal changes, and business volume growth through different stages to optimize prediction models to avoid incomplete data. Bring unpredictable or inaccurate predictions. The system replaces the electricity consumption data with the recharged cash data to avoid the interference of the non-cash recharge method on the prediction calculation, which can greatly improve the predictability and prediction accuracy of the system.

Description

technical field [0001] The invention relates to the field of self-service electricity vending terminal maintenance, in particular to a method for predicting the cleaning and maintenance time of self-service electricity vending terminals. Background technique [0002] Now the State Grid Corporation is vigorously promoting self-service electricity sales terminals, which are used to provide residents with 7*24 hours of electricity sales services and provide more electricity sales points. At present, electricity sales mainly adopt two modes of cash and UnionPay cards, and the amount of cash stored in each electricity sales terminal is limited. When the cash reaches the upper limit, self-service electricity sales terminals can no longer provide cash sales services. At this time, it is necessary to clean and maintain the self-service electricity sales terminal, check and check the accounts, and withdraw the cash to continue to provide self-service electricity sales services. [0...

AI Technical Summary

Problems solved by technology

The traditional method is to clean and maintain the terminal according to a fixed cycle. In this way, many terminals that do not need to be cleaned in the system have been cleaned, but many terminals that need to be cleaned cannot be serviced by maintenance personnel. As a result, the terminal cannot provide Cash top-up service

This will cause a great waste of personnel and vehicle expenses, and will also cause a decline in service quality.

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