Philippines Sugar, president of CNOOC Research and Development Institute: All-round reform of the AI-driven oil industry

In recent years, with the emergence of domestic AI major technology such as DeepSeek, artificial intelligence has accelerated the utilization of energy and a wide range of industries. As the pillar of the country’s economic development, the oil industry has also opened a new chapter in the development of digital intelligence, towards a more intelligent, efficient and green future.

Artificial intelligence is the main force in promoting the transformation and upgrading of the oil industry

The Party Center, which focuses on the focus of fellow workers in Manila, attaches great importance to the development of artificial intelligence, and points out that “China attaches great importance to artificial intelligenceSugar daddy‘s energy development, actively promote the deep integration of Internet, large data, artificial intelligence and physical economy, cultivate and strengthen large intelligent industries, accelerate the development of new quality production capacity, and provide new energy for high-quality development.”

In 2022, the National Institute of Economic Affairs issued the “14th Five-Year Plan” Digital Economic Development Plan”, which clearly confirmed the implementation of digital transformation and transformation projects in key industries such as digital transformation in the power field, and promoted the implementation of digital construction and reform of equipment and industrial processes in the fields such as coal mines, oil fields, oil gas pipeline networks, oil gas storage warehouses, and terminal energy use, so as to improve the degree of intelligence of the power system.

Be the center of the Implementation PartyIn the decision-making arrangements, various ministries, enterprises and offices have successively issued a series of policy documents to promote the integration of artificial intelligence and the oil industry, providing powerless policy guarantees. In 2023, the National Power Bureau will launch a “Secret Manila” on “About accelerating the promotion of digital and intelligent development of power. Several Opinions on Baby‘s Development, further improving the integration and development of industry and digital technology is a useful way to implement the “four reactions, one cooperates together” new power safety strategy and the construction of a new dynamic system. The system has arranged key tasks in the construction of digital basins, intelligent measurement, intelligent wall completion, production site intelligent connection, intelligent pipelines, and intelligent factory.

At the same time, the National Assets Committee of the National Institute of Economics organized by the National Institute of Economics implemented a digital transformation action plan, and China Petroleum, China Petroleum, China National Offshore Oil Corporation and other companies developed the influence of the company, and the CP (character matching) led the discussion of fans. The “Digital Transformation Action Plan” was released simultaneously, which formed a third-level joint mechanism of “National Strategy-Industry Planning-Enterprise Planning” and provided no guarantee for the intelligent transformation of the oil and gas industry.

In addition, the authorities have also developed a major influence in the intelligent transformation of the oil industry, and have provided the emergence of the intelligent transformation of the oil industry by building platforms and optimizing the environment. For example, the “Shandong Province Digital Basic Equipment Construction Action Plan (2024-2025)” points out that it is necessary to promote the development of petroleum surveys and development and the intelligence of oil pipelines. Promote the application of major data and artificial intelligence technologies in survey and development and other fields. For scenes such as petroleum geophysical exploration, wells, station inspection and maintenance, we will promote the application of intelligent wells and intelligent perception systems, and accelerate the construction of intelligent oil fields. Promote the construction of intelligent pipelines and accelerate the information reform and digital upgrade of gas pipeline networks. At the same time, the bureau has strengthened its cooperation with universities and scientific research institutions, promoted the in-depth integration of industry research and application, and accelerated the transformation and application of scientific and technological achievements.

Artificial Intelligence Driver Oil Industry All-round Reform

Artificial Intelligence TechnologyThe in-depth integration with the oil and gas industry is leading to a comprehensive reform from basic research to production and operation. Taking the development of oil and gas resources in the mainland as an example, China National Offshore Oil Corporation has gradually established a new development form of “data driving decisions, intelligent optimization operation” through the three-dimensional innovation of research and development paradigm, production form, and governance system, and has achieved breakthrough progress in the effectiveness of survey and development, ensuring safe production, and optimizing resource settings.

(I) Research and Paradigm Reform

Artificial intelligence technology is promoting the transformation of the research and paradigm led by traditional experience to the innovative system of “data-mechanism”.

In the survey and research field, the low-speed mud sludge development in the Baogehai Basin has a wide range of differences in elasticity parameters of the accumulation and dry layer. Sugar daddy is very small, href=”https://philippines-sugar.net/”>EscortThe difficult problem of layer prediction and gas-containing identification is constructed by constructing an indeterminate inversion database based on layer-sensitive parameters, and the application of deep learning neural network structure has formed a layer-based intelligent classification technology under the geometric standards. The layer-based predicted anastomosis rate exceeds 85%, and the gas-based predicted anastomosis rate exceeds 80%. In terms of well decomposition, the intelligent evaluation method of wells based on machine learning can greatly shorten the detection well decomposition time. In the well data analysis of more than 1,000 wells in a certain gas field, the decomposition effect is more than 60%, and the relative error in the prediction of gas content is less than 15%. In terms of experiment research, through the mineral classification and classification mold based on artificial intelligence-based sand-rolled thin-sheet image, the problem of traditional and high quantitative characterization with naked eyes can be solved. The deterministic effect is 25 times that of artificial determinants, and the accuracy reaches more than 90%.

In terms of oil field development indicator prediction, have they been edited by professionals such as swelling force learning and oil evacuation engineering? Knowledge embedded machine learning can realize intelligent prediction of the early production capacity of the oil well, and verify the verification in a certain oil field in Bohai. The prediction error of the early production capacity of the new well is less than 8%, and the accuracy of the driving mold is reduced by purity data.ref=”https://philippines-sugar.net/”>Sugar baby10%.

(II) Transformation of production forms

Artificial intelligence technology promotes the upgrading of offshore oil production and equipment manufacturing to “unmanned, self-suitable, high-precision”.

In the field of well operation, the “Sky Eye Project” has developed a ten-special video recognition scene covering personnel behavior, wellbore status, and equipment operation through the in-depth integration of machine vision technology and wall completion business. It has created a 3-dimensional safety monitoring network all-weather, helping the offshore platform to realize millions of manual time zero-change records, and promoting the form of security governance from traditional manual inspection to AI intelligent monitoring leapfrog Sugar daddyReversal. At the same time, the intelligent well parameter o TC: