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The development trend of artificial intelligence in oil and gas field development

author:jc

summary

This paper studies the current status and future development trend of artificial intelligence and big data application in oil and gas fields. The application of artificial intelligence and big data in oil and gas field exploration, development, oil recovery and management was discussed, and the economic, social and environmental benefits brought by them were pointed out. By comparing traditional oil and gas exploration and development methods, the advantages and disadvantages of artificial intelligence and big data in oil and gas field exploration and development are analyzed, and the future development direction is proposed.

Abstract: This article studies the current situation and future development trends of artificial intelligence and big data applications in oil and gas fields. It explores the applications of artificial intelligence and big data in oil and gas field exploration, development, oil production, and management, and points out the economic, social, and environmental benefits they bring. By comparing traditional oil and gas exploration and development methods, the advantages and disadvantages of artificial intelligence and big data in oil and gas field exploration and development are analyzed, Proposed the direction of future development

Keywords: oil and gas fields; Artificial intelligence; big data; Exploration; exploitation

Key words: oil and gas field; Artificial intelligence; Big data; Exploration; develop

introduction

Oil and gas fields are an important source of energy in human production, life and economic development. In recent years, the rapid development of artificial intelligence and big data technology has changed the development mode and methods in many fields, bringing new opportunities and challenges to the exploration, development and management of oil and gas fields. This paper aims to discuss the current status and future development trend of artificial intelligence and big data application in oil and gas fields, analyze their advantages and disadvantages, and provide new ideas and methods for oil and gas exploration and development.

First, the current situation of artificial intelligence and big data application in oil and gas fields

1.1 Application in oil and gas field exploration and development

Oil and gas exploration and development is a complex project that requires a combination of knowledge from geology, physics, chemistry and engineering. In recent years, the development of artificial intelligence and big data technology is changing the methods and ideas in oil and gas exploration and development. In the exploration stage, artificial intelligence and big data technology can provide more accurate and reliable judgment and decision-making support for the exploration process by analyzing various exploration data such as seismic data, geophysical data, geological data, etc. In the development phase, artificial intelligence and big data technologies can improve oil and gas field recovery and production efficiency through intelligent simulation and data-driven methods, reduce exploration and development costs, and reduce environmental impact.

1.2 Application in oil and gas field oil production and management

Oil and gas field recovery and management is one of the most important links in the life cycle of oil and gas fields. Traditional oil and gas recovery methods require a lot of manpower and material resources, high cost and low efficiency. Modern artificial intelligence technology and big data technology can effectively reduce oil recovery costs, improve oil recovery and production efficiency through modeling, prediction, optimization and other methods. At the same time, through real-time data collection and analysis of the oil and gas field production process, intelligent management and control can be realized, and production efficiency and safety can be improved.

Second, the advantages and disadvantages of artificial intelligence and big data application in oil and gas fields

2.1 Advantages

The advantages of artificial intelligence and big data applications in oil and gas fields are:

(1) Improve exploration and development efficiency and reduce costs;

(2) Predict and manage the production process of oil and gas fields to improve efficiency;

(3) Optimize the production process of oil and gas fields and reduce environmental pollution;

(4) Innovate oil and gas exploration and development models to improve the level of exploration and development.

2.2 Deficiencies

There are the following shortcomings in the application of artificial intelligence and big data in oil and gas fields:

(1) Insufficient data collection and storage in the early stage, resulting in inaccurate and unreliable decision-making;

(2) The application of artificial intelligence and big data technology breaks the traditional thinking pattern and working style, and requires relevant practitioners to carry out business training and transformation;

(3) Artificial intelligence and big data technology will be affected by data quality and the number of data cases in the application process, so it needs to be continuously optimized and improved.

Third, the future development of artificial intelligence and big data applications in oil and gas fields

In the future, the application of artificial intelligence and big data in oil and gas fields is expected to be further developed in the following aspects:

(1) Build an artificial intelligence and big data platform for oil and gas fields to realize the unified collection, storage, processing and analysis of various types of data;

(2) Develop intelligent oil and gas field exploration and development technology and improve the intelligent level of exploration and development;

(3) Promote intelligent management and control technology of oil and gas fields to improve production efficiency and safety;

(4) Actively give full play to the advantages of artificial intelligence and big data technology, explore innovative oil and gas exploration and development models, and improve the level of exploration and development.

conclusion

Artificial intelligence and big data technology have brought new opportunities and challenges to the exploration, development and management of oil and gas fields. It is found that in the application of artificial intelligence and big data in oil and gas fields, the advantages mainly lie in improving efficiency, reducing costs, innovating exploration and development models, and optimizing production processes. However, there are deficiencies in the early data collection and processing, practitioner training and transformation, data quality and case quantity. In the future, the application of artificial intelligence and big data in oil and gas fields is expected to achieve the development goals of platform construction, technological breakthrough, intelligent management and exploration and development innovation, and provide new ideas and methods for oil and gas exploration and development.

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