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Unsafe behavior identification method and device for drilling operation personnel

A technology for operating personnel and safety behavior, applied in the field of data analysis, can solve problems such as the inability to realize real-time monitoring and identification of drilling operators

Pending Publication Date: 2022-07-01
CHINA UNIV OF PETROLEUM (BEIJING)
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] However, neither of the above two technical solutions can realize the whole process of real-time monitoring and identification of unsafe behaviors of drilling operators

Method used

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  • Unsafe behavior identification method and device for drilling operation personnel
  • Unsafe behavior identification method and device for drilling operation personnel
  • Unsafe behavior identification method and device for drilling operation personnel

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Embodiment Construction

[0042] In order to clearly describe the technical solutions of the embodiments of the present application, some terms and technologies involved in the embodiments of the present application are briefly introduced below:

[0043] 1) Gaze tracking technology is a technology that uses eye movement data sensors to record the gaze position, saccade path, and gaze dwell time of the subjects' eyes to understand the subjects' attention. The use of eye tracking technology can not only realize real-time monitoring and identification of unsafe behaviors of operators, but also have a better role in identifying wrong actions that have not yet been issued and potential safety hazards caused by the operators themselves.

[0044] 2) Sensitive areas refer to the areas where important equipment units are located in drilling operations, usually including the areas where drilling equipment instruments, valves, drill bits, and equipment consoles are located.

[0045] 3) Other terms

[0046] In th...

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Abstract

The embodiment of the invention provides an unsafe behavior identification method and device for a drilling worker, and relates to the technical field of data analysis, and the method comprises the steps: obtaining the eye movement data information of the drilling worker through an eye movement data sensor, processing the eye movement data information, obtaining the eye movement feature parameters corresponding to the eye movement data information, and obtaining the unsafe behavior of the drilling worker; inputting the eye movement characteristic parameters into a recognition model, and obtaining an output result of the recognition model; and determining the operation behavior of the operator according to the output result, and giving an alarm to the operator when the operation behavior is unsafe. By analyzing the eye movement data information of the drilling worker in real time, whether the operation behavior of the drilling worker meets the specification or not can be judged, and the unsafe operation behavior of the drilling worker can be monitored and recognized in real time.

Description

technical field [0001] The present application relates to the field of data analysis, and in particular, to a method and device for identifying unsafe behaviors of drilling operators. Background technique [0002] Drilling operations are one of the high-risk areas in the oil and gas industry. Studies have found that more than 80% of drilling operations accidents are related to unsafe behaviors of people. Therefore, realizing the identification of unsafe behaviors of drilling operators is to reduce drilling operations. key to the accident. [0003] At present, the research on the identification method of unsafe behavior of operators in drilling is mainly divided into two categories: one is to use manual inspection or post-event investigation and analysis methods; Safety behaviors are collected, and then identified using artificial intelligence algorithms. [0004] However, neither of the above two technical solutions can realize the whole-process real-time monitoring and id...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): A61B5/16A61B3/113A61B5/00
CPCA61B3/113A61B5/163A61B5/6802A61B5/746A61B5/7264G06V40/18G06V40/193G08B21/02G06V40/19G06V40/20G06V10/774
Inventor 胡瑾秋陈传刚陈怡玥
Owner CHINA UNIV OF PETROLEUM (BEIJING)