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view more202436 · The Sulige gas field is a typical “three lows” (low permeability, low pressure, and low abundance) tight sandstone gas reservoir, with formation pressures often characterized by abnormally high or low pressures. The complex geological features of the reservoir further deviate from conventional understanding, impacting the effective …
view more202298 · Yu et al. also used Gaussian process regression as a machine learning tool to predict the total organic carbon (TOC) of the Yangchang Formation in the southeast of the Ordos Basin. The results show that, compared with traditional methods such as Schmoker and Parsey, the GPR model selects logging curves with better correlation with TOC data …
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view more2024612 · Compound sand making machine is mainly suitable for processing limestone, coal and other raw materials with a compressive strength below 140 MPa and humidity under 15%. A single sand making machine can produce sand, which is suitable for small scaled production plant. 2. Double Roller Sand Making Machine.
view more<p>Because of the Klinkenberge effect in tight sandstones, errors exist forusing air permeability to reflect its reality, and it is thus important to determine the absolute permeability of tight sandstone.The Gaussian process regression (GPR), a state-of-the-art machine learning algorithm, has advantages in dealing with nonlinear and …
view more202441 · The microscopic pore structure of sandstone determines its macroscopic permeability. Based on computer tomography (CT) technology, CT scans were performed on three different types of sandstone pore structures, namely coarse sandstone, medium sandstone, and fine sandstone. And the three-dimensional microscopic structure of …
view morePreservation: New Applications of Machine Learning in Tight Sandstone Gas Reservoirs Zhen Yang,* Jiahao Chen, Shumin Wang, Xiaolong Li, Wei Cheng, and Sisi Chen ... tion and development process in this area.31 Although there have been studies on the characteristics of formation water and the diagenesis of reservoir rocks, the influenceof ...
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