Oil and gas pipeline abnormal condition inspection system based on deep learning

Abstract

The invention discloses an oil and gas pipeline abnormal condition inspection system based on deep learning. The system is composed of an unmanned aerial vehicle data acquisition end, a cloud platform, a server and an oil and gas pipeline abnormal condition inspection platform client. The unmanned aerial vehicle data acquisition end acquires video data and POS data of unmanned aerial vehicle inspection, the video data and the POS data are transmitted to the cloud platform through a 4G network, the cloud platform processes the data and then forwards the data to the server, and finally the data are displayed on the client. According to the system, the Internet of Things technology and the WebGIS technology are used, so that the inspection track of the unmanned aerial vehicle is displayed on a webpage in real time, and the real-time supervision on the inspection of the unmanned aerial vehicle is realized; videos shot by the unmanned aerial vehicle in inspection are transmitted to the client in real time by using a video live broadcast technology, so that the inspection personnel can conveniently monitor the pipeline condition in real time; the inspection video is identified by using a target detection technology, abnormal conditions around the pipeline are found in time, and the inspection accuracy is improved. The system is an intelligent and comprehensive unmanned aerial vehicle inspection management system, and has important significance and value for pipeline supervision.

Description

technical field [0001] The invention relates to a deep learning-based inspection system for abnormal conditions of oil and gas pipelines, and relates to Internet of Things technology, live video server technology, deep learning target detection technology, WebGIS technology and other related fields. Background technique [0002] In recent years, my country's oil and gas pipeline construction has developed rapidly, and the scale of oil and gas network management has continued to expand. At present, a pipeline network layout of "three vertical and four horizontal, connecting overseas and covering the whole country" has been formed. As the main tool for transporting oil and natural gas, oil and gas pipelines have greatly promoted the quality of life of the people and the development of the country's economy. However, many factors, such as internal corrosion, natural disasters, and man-made sabotage, are threatening the safety of the pipeline. Once the oil and gas pipeline is br...

AI Technical Summary

Problems solved by technology

Nowadays, UAVs are used by different oil and gas pipeline companies in various inspection occasions and emergency situations, but there are still many shortcomings in the management of UAV inspection work, and the existing UAV pipeline inspection system is still immature. The UAV pipeline supervision software system is still not perfect, and many aspects such as UAV flight management, data access and data management need to be improved. A mature UAV inspection and supervision management structure can allow UAVs to Play the biggest role in pipeline inspection

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