Ultra?deep wells of over 10 000 meters have been successfully drilled in China, and deeper breakthroughs has been made in drilling and completion equipment technology, which indicates that China has achieved a significant milestone in the field of oil exploration and development. It is crucial to improve drilling efficiency and ensure safety in this context. Intelligent drilling and completion technology is a core solution to the challenges faced in the industry. It offers significant advantages in improving drilling efficiency and safety. By integrating advanced automation control, real?time data monitoring, and machine learning technology, it optimizes drilling operations. This not only improves drilling efficiency but also dramatically enhances drilling and completion safety. This paper summarizes the current development status of intelligent drilling and completion equipment technology. It proposes a trinity research approach that includes automation control, real?time data monitoring, and machine learning technology. The paper focuses on analyzing the development journey and technological innovation of domestic and international innovative equipment, such as intelligent drill bits, intelligent guiding tools, intelligent drill pipes, intelligent slip sleeves, and intelligent drilling rigs. To achieve comprehensive development of intelligent drilling and completion equipment technology in the future, it is recommended to utilize artificial intelligence, intelligent optimization algorithms, and foster domestic and international cooperation.

By constructing a skeleton model of MCM?41 loaded with various functional groups, the adsorption and diffusion properties of water molecules in McM?41 pores with different hydrophilic and hydrophobic properties were calculated by GCMC and MD simulations. The results show that the water adsorption isotherms of MCM?41 materials are mainly Ⅱ type. Hydrophilic functional groups loaded on MCM?41 pore surface can form hydrogen bonds with water molecules, so the interaction force on water molecules is about 114.27% higher than that of hydrophobic functional groups. The diffusion capacity of water molecules in the hole of MCM?41 is positively correlated with the hydrophilicity of surface functional groups, and the diffusion coefficient of water molecules in the material with hydrophilic surface is about 58.82% higher than that of the hydrophobic surface. It was proved that MCM?41 material with hydrophilic surface can promote the adsorption and diffusion behavior of water molecules in pores in aqueous environment.