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Resource consumption prediction method and device, electronic equipment and readable storage equipment

A technology of resource consumption and prediction methods, applied in the field of data processing

Pending Publication Date: 2020-11-06
中电金信软件有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Since resources such as water, electricity, and gas are currently settled once a month or even two months, although resource providers or third-party service providers usually provide resource purchase reminder services, they usually appear after settlement. The resource user will only be reminded when the resource is used up

Method used

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  • Resource consumption prediction method and device, electronic equipment and readable storage equipment
  • Resource consumption prediction method and device, electronic equipment and readable storage equipment
  • Resource consumption prediction method and device, electronic equipment and readable storage equipment

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0028] In order to realize the prediction of the subsequent resource consumption of the resource user unit and achieve better prediction results, a resource consumption prediction method is provided in the embodiment of this application, see figure 1 shown, including:

[0029] S101: Obtain the consumption value of each sub-period within a preset historical period.

[0030] In the embodiment of the present application, the resource consumption in the historical period can be obtained through related devices (such as electricity meters, gas meters, water meters, etc.) installed in areas where resources are used (such as homes).

[0031]In this embodiment of the present application, the so-called sub-period consumption value refers to the resource consumption value within a preset time length of a sub-period (for example, within one day). The preset historical time period refers to a pre-set historical time period. Usually, the consumption value of the sub-period in the time per...

Embodiment 2

[0088] Based on the same inventive concept, an apparatus for predicting resource consumption is also provided in the embodiment of the present application. see Figure 4 as shown, Figure 4 A resource consumption prediction device 100 corresponding to the method shown in Embodiment 1 is shown. It should be understood that for specific functions of the resource consumption prediction apparatus 100, reference may be made to the above description, and to avoid repetition, detailed descriptions are appropriately omitted here. The resource consumption prediction device 100 includes at least one software function module that can be stored in a memory in the form of software or firmware or solidified in the operating system of the resource consumption prediction device 100 . specifically:

[0089] see Figure 4 As shown, the resource consumption prediction apparatus 100 includes: an acquisition module 101 and a processing module 102 . in:

[0090] The obtaining module 101 is us...

Embodiment 3

[0101] This embodiment provides an electronic device, see Figure 5 As shown, it includes a processor 501 , a memory 502 and a communication bus 503 . in:

[0102] The communication bus 503 is used to realize connection and communication between the processor 501 and the memory 502 .

[0103] The processor 501 is configured to execute one or more programs stored in the memory 502, so as to implement the resource consumption prediction method in the first embodiment above.

[0104] understandable, Figure 5 The structure shown is for illustration only, and the electronic equipment may also include Figure 5 more or fewer components than shown in, or with Figure 5 The different configurations shown, for example, may also have components such as a display screen, a keyboard, and a speaker.

[0105] This embodiment also provides a readable storage medium, such as a floppy disk, a CD, a hard disk, a flash memory, a U disk, an SD (SecureDigital Memory Card, a secure digital ca...

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PUM

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Abstract

The application provides a resource consumption prediction method and device, electronic equipment and readable storage equipment. The method comprises the following steps: obtaining a consumption value of each sub-time period in a preset historical time period, obtaining a candidate prediction value set according to the consumption value of each sub-period, and determining a total loss value corresponding to each candidate prediction value according to each candidate prediction value in the candidate prediction value set, each sub-period consumption value and a preset loss function, further determining the candidate prediction value corresponding to the minimum total loss value as a first prediction value, and determining a final consumption prediction value of the to-be-predicted periodaccording to the first prediction value. The duration of the to-be-predicted period is the same as the duration of the time period corresponding to the sub-time-period consumption value. Therefore, the predicted final consumption prediction value of the to-be-predicted time period can better fit the actual resource use habit of the resource use unit and better fit the actual situation.

Description

technical field [0001] The present application relates to the technical field of data processing, and in particular, to a resource consumption prediction method, device, electronic device, and readable storage device. Background technique [0002] In family life, unavoidable needs involve the purchase and use of various resources. For example, it is necessary to purchase and use living resources such as water, electricity, and gas. Since resources such as water, electricity, and gas are currently settled once a month or even two months, although resource providers or third-party service providers usually provide resource purchase reminder services, they usually appear after settlement. The resource user will only be reminded when the resource is used up. If you want to realize the pre-reminder function before resource exhaustion, you can predict the resource consumption of the resource-using unit and estimate the resource exhaustion time according to the predicted resource...

Claims

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Application Information

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IPC IPC(8): G06Q10/04G06Q50/06G06F17/18
CPCG06Q10/04G06Q50/06G06F17/18
Inventor 唐德顺阮亚华
Owner 中电金信软件有限公司