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Integrated pump station management method, device and equipment and readable storage medium

A management method and technology of a management device, applied in the field of integrated pumping stations, can solve the problems of low management efficiency, burnt out motors, and time-consuming, etc. Effect

Pending Publication Date: 2022-07-12
喻达
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0002] In the process of managing the integrated pump, the management of the motor is particularly important. High motor temperature will cause damage to the motor, which will affect the normal operation of the pump. Therefore, we need to monitor and predict the temperature of the motor to avoid excessive motor temperature. bad motor
At present, the motor is usually managed by manual monitoring, and the data obtained by monitoring is manually analyzed and predicted. This method will lead to low management efficiency. At the same time, manual analysis takes a lot of time. At the same time, because it relies on manual experience, lead to inaccurate results that may be predicted

Method used

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  • Integrated pump station management method, device and equipment and readable storage medium
  • Integrated pump station management method, device and equipment and readable storage medium
  • Integrated pump station management method, device and equipment and readable storage medium

Examples

Experimental program
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Effect test

Embodiment 1

[0068] like figure 1 As shown, this embodiment provides an integrated pump station management method, the method includes step S1, step S2, step S3 and step S4.

[0069] Step S1, acquiring a first set, the first set includes the surface temperature of the motor in the integrated pumping station at each moment in a historical time period;

[0070] Step S2, divides the data in the first set based on the binary segmentation algorithm, and calculates the marked data of each subset obtained after the division;

[0071] Step S3, removing abnormal data from the first set based on the marked data to obtain a first set after removing abnormal data, and performing filling processing for missing values ​​on the first set after removing abnormal data to obtain the processing After the first set;

[0072] Step S4: Decompose the processed first set, use a different prediction method for prediction after decomposition, and accumulate all the prediction results to obtain the predicted value...

Embodiment 2

[0101] like figure 2 As shown, this embodiment provides an integrated pump station management device, the device includes an acquisition module 701 , a division module 702 , a rejection module 703 and a first prediction module 704 .

[0102] an acquisition module 701, configured to acquire a first set, where the first set includes the surface temperature of the motor in the integrated pumping station at each moment in a historical time period;

[0103] A division module 702, configured to divide the data in the first set based on a binary division algorithm, and calculate the marked data of each subset obtained after division;

[0104] Removal module 703, configured to remove abnormal data from the first set based on the marked data, obtain a first set after removing abnormal data, and perform missing value filling processing on the first set after removing abnormal data , get the first set after processing;

[0105] The first prediction module 704 is configured to decompos...

Embodiment 3

[0129] Corresponding to the above method embodiments, the embodiments of the present disclosure further provide an integrated pump station management device, and the integrated pump station management device described below and the integrated pump station management method described above may refer to each other correspondingly.

[0130] image 3 It is a block diagram of an integrated pump station management device 800 according to an exemplary embodiment. like image 3 As shown, the integrated pump station management device 800 may include: a processor 801 and a memory 802 . The integrated pump station management device 800 may also include one or more of a multimedia component 803 , an input / output (I / O) interface 804 , and a communication component 805 .

[0131] Wherein, the processor 801 is used to control the overall operation of the integrated pump station management device 800, so as to complete all or part of the steps in the above-mentioned integrated pump station ...

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Abstract

The invention provides an integrated pump station management method, device and equipment and a readable storage medium, and the method comprises the steps: obtaining a first set which comprises the surface temperature of a motor in an integrated pump station at each moment in a historical time period; dividing the data in the first set based on a binary segmentation algorithm, and calculating mark data of each subset obtained after division; removing abnormal data from the first set based on the mark data, and filling missing values in the first set after the abnormal data is removed to obtain a processed first set; and decomposing the processed first set, performing prediction by adopting an unused prediction method after decomposition, and accumulating all prediction results to obtain a surface temperature prediction value of the motor at a future moment. According to the method, processing is carried out in a data preprocessing stage and a model selection stage, and the accuracy of a prediction result can be improved through the mode.

Description

technical field [0001] The present invention relates to the technical field of integrated pumping stations, and in particular, to an integrated pumping station management method, device, equipment and readable storage medium. Background technique [0002] In the management process of the integrated pump, the management of the motor is particularly important. The high temperature of the motor will cause damage to the motor, which will affect the normal operation of the pump. Therefore, we need to monitor and predict the temperature of the motor to avoid overheating of the motor. bad motor. At present, the motor is usually managed by manual monitoring, and the data obtained by monitoring is manually analyzed and predicted. This method will lead to low management efficiency. At the same time, manual analysis will take a lot of time. At the same time, because of relying on manual experience, lead to inaccurate predictions. SUMMARY OF THE INVENTION [0003] The purpose of the...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06K9/62G06N3/00G06F17/18
CPCG06N3/006G06F17/18G06F2218/20G06F2218/04G06F18/231G06F18/2411G06F18/214Y02P90/02
Inventor 喻达
Owner 喻达
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