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System, method and equipment for detecting operation state of oil pumping unit through infrared panoramic artificial intelligence and storage medium

A technology of artificial intelligence and operating status, which is applied to computer parts, instruments, characters and pattern recognition, etc., can solve the problem of inability to efficiently identify the working status of multiple pumping units, shorten the time for fault discovery, and save labor costs , the effect of reducing energy loss

Pending Publication Date: 2021-07-09
DAQING ANRUIDA TECH DEV CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] In order to solve the problem that the prior art cannot efficiently judge the working states of multiple pumping units at the same time, the present invention proposes an analysis method and system for detecting the operating states of pumping units with artificial intelligence based on infrared peripheral vision. The technical solution of the present invention as follows:

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  • System, method and equipment for detecting operation state of oil pumping unit through infrared panoramic artificial intelligence and storage medium
  • System, method and equipment for detecting operation state of oil pumping unit through infrared panoramic artificial intelligence and storage medium
  • System, method and equipment for detecting operation state of oil pumping unit through infrared panoramic artificial intelligence and storage medium

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specific Embodiment approach 1

[0032] Specific embodiment one: a kind of artificial intelligence detection pumping unit operation state system of infrared peripheral vision, this system comprises infrared panoramic imaging radar, sample training module, video analysis unit and data storage unit; Utilizes infrared panoramic imaging radar as the core of the system, Responsible for infrared scanning area panorama and image formation; the infrared panoramic imaging radar is connected with a sample training module, which is responsible for labeling the sample set of images formed by the infrared panoramic imaging radar; the sample training module is connected with a video analysis unit and a data storage unit, where the video The analysis unit is responsible for identifying the working status of the pumping unit, and transmits the identification result data back to the infrared panoramic imaging radar; the video analysis unit is bidirectionally connected with the data storage unit, and the data storage unit is res...

specific Embodiment approach 2

[0033] Specific implementation mode two: a kind of artificial intelligence detection pumping unit running state method of infrared peripheral vision, such as figure 2 As shown, the specific implementation steps are as follows:

[0034] Step a, set up an infrared panoramic imaging radar, which can scan the working state of the oil well in a 360° direction within the coverage area, and the frequency is 1Hz;

[0035] Step b. Carry out model training for pumping units with different distances, different sizes, and different angles, and store the trained samples into the data storage unit;

[0036] Step c, on the infrared panoramic imaging radar, draw detection areas respectively for the pumping units to be monitored, and mark the names of the pumping units;

[0037] Step d, the video analysis unit judges whether the moving parts of the pumping unit have a movement track during the radar cycle scanning process according to the trained data model, so as to identify whether the pum...

specific Embodiment approach 3

[0052] Embodiment 3: According to the system and method described in Embodiment 1 or 2, the system and method can be carried by a computer program, and the data is stored in a database for invocation;

[0053] Specifically, the system includes an electronic device; a readable storage medium; one or more processors; a memory; a plurality of application programs; and one or more computer programs; wherein the one or more computer programs are stored in the In memory, the one or more computer programs comprise instructions.

[0054] Specifically, the database is SQL Server 2005 and above.

[0055] Those skilled in the art should be aware that, in the above one or more examples, the functions described in the present invention may be implemented by hardware, software, firmware or any combination thereof. When implemented in software, the functions may be stored on or transmitted over as one or more instructions or code on a computer-readable medium. Computer-readable media inclu...

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Abstract

The invention relates to an information processing technology, in particular to an infrared panoramic artificial intelligence detection oil pumping unit operation state system, method and device and a storage medium. The method comprises the following steps: acquiring a pumping unit model sample through an imaging radar, training the sample to form a sample set, and respectively performing detection area drawing on areas needing to be detected on the infrared panoramic imaging radar; comparing, by the video analysis module, the images of the oil pumping unit in the scanning process of the infrared imaging radar through a sample set of the database, and determining the working state of the oil pumping unit according to whether a specific feature part has a motion trail or not; and marking the working state of the oil pumping unit on the radar software, and outputting a judgment result to the data storage unit. Based on the working characteristics of the infrared panoramic imaging radar, the states of all oil pumping units in a radar coverage range can be detected in a judgment period, so that the working state detection of the oil pumping units in a visible range is greatly improved, and the labor intensity of petroleum workers is reduced.

Description

technical field [0001] The invention relates to a method for detecting the operating state of a pumping unit using artificial intelligence based on infrared peripheral vision, and in particular to a system, method, equipment and storage medium for detecting the operating state of a pumping unit using artificial intelligence based on infrared peripheral vision, and belongs to the field of oilfield information processing. Background technique [0002] Due to the vast area in the field, the working status of the pumping unit in the oil field needs to be monitored. If the pumping unit stops for a long time due to failure, it will affect the efficiency of oil production. How to judge whether the pumping unit is working is an urgently needed solution. Program. Traditionally, the identification of the working status of the pumping unit still relies on the well patrol workers. This method is labor-intensive, takes a long time, and the detection is not timely. The video surveillance...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/62
CPCG06V40/20G06V20/40G06F18/214
Inventor 崔日华赵叶辰姜永刚刘磊
Owner DAQING ANRUIDA TECH DEV CO LTD
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