Household appliance maintenance order prediction method, device and terminal equipment

A forecasting method and order technology, applied in the field of data processing, can solve the problems of forecasting the quantity of home appliance maintenance orders, and not receiving and processing order information in a centralized manner in a short time, to achieve the effect of ensuring effectiveness

Pending Publication Date: 2022-02-11
重庆川南环保科技有限公司
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Problems solved by technology

[0004] The main purpose of the present invention is to propose a home appliance maintenance order forecasting method, device and terminal equipment to solve the problem that the online home appliance maintenance platform in the prior art does not predict the quantity of home appliance maintenance orders, so that it does not receive and process order information in a short time the ability of the problem

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  • Household appliance maintenance order prediction method, device and terminal equipment
  • Household appliance maintenance order prediction method, device and terminal equipment
  • Household appliance maintenance order prediction method, device and terminal equipment

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Embodiment Construction

[0041] It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0042] It should be noted that, in this document, the term "comprising", "comprising" or any other variation thereof is intended to cover a non-exclusive inclusion such that a process, method, article or apparatus comprising a set of elements includes not only those elements, It also includes other elements not expressly listed, or elements inherent in the process, method, article, or device. Without further limitations, an element defined by the phrase "comprising a ..." does not preclude the presence of additional identical elements in the process, method, article, or apparatus comprising that element.

[0043] Herein, use of suffixes such as 'module', 'part' or 'unit' for denoting elements is only for facilitating description of the present invention and has no specific meaning by itself. Therefore, "module" and "...

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Abstract

The invention is suitable for the technical field of data processing, and provides a household appliance maintenance order prediction method, a device and terminal equipment. The method comprises the steps: obtaining and processing historical household appliance maintenance order data; carrying out eMD decomposition on the processed historical household appliance maintenance order data to obtain a first component and a residual component, and VMD decomposition is carried out on the first component; obtaining final data according to the residual component and the decomposed first component; dividing the final data into a feature set and a label set, dividing the feature set into a feature training set and a feature test set, and dividing the label set into a label training set and a label test set; constructing and training a to-be-trained order prediction model to obtain a household appliance maintenance order prediction model; and using the home appliance maintenance order prediction model to predict the home appliance maintenance order quantity in a preset time period. According to the invention, accurate data can be provided for the household appliance maintenance manufacturer, and the household appliance maintenance manufacturer schedules the maintenance workers according to the predicted household appliance maintenance order pre-quantity so as to complete the order in time.

Description

technical field [0001] The present invention relates to the technical field of data processing, in particular to a method, device and terminal equipment for predicting home appliance maintenance orders. Background technique [0002] Against the background of big data and the Internet of Things, online home appliance repair platforms are booming. Online home appliance repair platforms mainly include PC web pages, mobile applets, and mobile apps, which can receive orders in real time and provide door-to-door repair services. Real-time tracking of order status in a visualized way, forming an "online home appliance repair Internet of Things". Through the online home appliance repair platform, massive order information can be analyzed and processed in a timely manner, and corresponding processing results can be made to assist decision-making suggestions, and the entire order receiving, management and service process of the online home appliance repair system can be managed in a m...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/04G06Q10/00G06Q10/06G06Q10/10
CPCG06Q10/04G06Q10/06311G06Q10/06316G06Q10/0633G06Q10/103G06Q10/20Y02P90/80
Inventor 王国伟朱红坤贺光华李奇隆
Owner 重庆川南环保科技有限公司
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