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21 pages, 20604 KB  
Article
Pore Structure Characterization, Classification, and Fractal Dimension Analysis of the Yanchang Formation Reservoir in the Ordos Basin—A Cue to Evaluate High-Quality Tight Sandstone Reservoirs
by Feng Wu, Gaojian Xiao, Xiao Yin, Jinsong Zhou and Jun Cao
Energies 2026, 19(12), 2782; https://doi.org/10.3390/en19122782 - 10 Jun 2026
Viewed by 110
Abstract
The pore-throat structure is a key factor in the exploration and development of tight sandstone reservoirs. In the present study, 14 tight sandstone samples from the Chang 8 member of the Ordos Basin were analyzed using high-pressure mercury intrusion, cast thin section analysis, [...] Read more.
The pore-throat structure is a key factor in the exploration and development of tight sandstone reservoirs. In the present study, 14 tight sandstone samples from the Chang 8 member of the Ordos Basin were analyzed using high-pressure mercury intrusion, cast thin section analysis, scanning electron microscopy and cathodoluminescence imaging techniques. Fractal dimensions, obtained from the slopes of log(SW) versus log(Pc) double-logarithmic plots, were applied to quantitatively characterize pore-throat structures and classify reservoirs through multifractal analysis, and discuss the diagenetic controlling factors affecting the pore-throat structure of different reservoir types. The results showed that the Chang 14 tight sandstones are characterized as two segments fractal features, which indicated that these samples have complex pore-throat structure and consist of two types of spaces: mesopore-throat spaces and micropore-throat spaces. The mesopore-throat system shows a higher fractal dimension (D1: 2.74–2.99), indicating greater heterogeneity and irregularity, while the micropore-throat system exhibits a lower dimension (D2: 2.28–2.61). D1 exhibits a negative correlation with the porosity and permeability of mesopores, while D2 shows a weak positive correlation with the properties of micropores. The total fractal dimension (D) is weakly correlated with overall reservoir properties, confirming that reservoir storage and flow capacity are primarily governed by the mesopore system rather than the micropore system. By analyzing the contribution of pore throats to sample physical properties, the results indicate that the 14 samples can be classified into two types based on 35% porosity contribution and 60% permeability contribution thresholds. Type 1, reservoirs dominated by microporous throat space (D values ranging from 2.603 to 2.644); Type 2, reservoirs dominated by mesoporous throat space (D values ranging from 2.544 to 2.598). Type 1 is characterized by primary intergranular pores, residual intergranular pores and intergranular dissolution pores, which enhance connectivity and reduce network complexity, thereby improving fluid permeability. In contrast, Type 2 consists mainly of intragranular dissolution pores, intergranular gap pores and micro-dissolution pores in clay minerals, which significantly inhibit fluid mobility. Diagenesis, including compaction, dissolution and cementation, exerts a significant control on the fractal characteristics and pore-throat structure evolution. The fractal characteristics exhibited in the pore-throat structure could provide a desirable analytical method, distinguishing from classification based on scale or size, for the evaluation and classification of tight sandstone reservoirs. Full article
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9 pages, 1251 KB  
Editorial
Intelligent and Integrated Approaches for Efficient Oil and Gas Development
by Gang Hui and Hai Wang
Processes 2026, 14(11), 1727; https://doi.org/10.3390/pr14111727 - 26 May 2026
Viewed by 270
Abstract
This editorial synthesizes the key findings from 17 original research articles featured in the Special Issue on “Intelligent and Integrated Approaches for Efficient Oil and Gas Development.” The collection demonstrates a paradigm shift from purely data-driven methods toward physics-informed, interpretable, and operationally deployable [...] Read more.
This editorial synthesizes the key findings from 17 original research articles featured in the Special Issue on “Intelligent and Integrated Approaches for Efficient Oil and Gas Development.” The collection demonstrates a paradigm shift from purely data-driven methods toward physics-informed, interpretable, and operationally deployable intelligent systems across the upstream lifecycle. Advances span intelligent drilling with real-time model predictive control frameworks achieving sub-20 ms execution times and bottomhole pressure fluctuations below 0.30 MPa; AI-assisted reservoir characterization using multiscale convolutional neural networks, seismic waveform-constrained inversion, and geology-informed transformers that improve sandstone thickness prediction (R2 = 0.895) and stratigraphic correlation (F1 = 0.886); production optimization through hybrid decomposition-ensemble models (R2 = 0.954) and improved XGBoost (R2 = 0.989); and enhanced oil recovery via self-assembled foam systems and polymer injector designs. Fundamental geochemical studies on the Qiongzhusi Formation shale and tight sandstone gas in the Ordos Basin provide critical geological constraints. The editorial identifies persistent challenges, including real-time performance versus physical fidelity, interpretability and uncertainty quantification, multi-scale integration, and generalizability across diverse geological settings. Future directions highlight reinforcement learning for autonomous operations, physics-informed digital twins, generative AI for subsurface scenario modelling, and integration with carbon capture, utilization, and storage. This Special Issue advances the convergence of petroleum engineering, artificial intelligence, and Earth sciences toward intelligent, secure, and sustainable hydrocarbon development. Full article
(This article belongs to the Special Issue Applications of Intelligent Models in the Petroleum Industry)
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20 pages, 5389 KB  
Article
Diffusion Behavior of Polyurethane Slurry for Simultaneous Enhancement of Reservoir Strength and Permeability Through Splitting Grouting Technology
by Xiangzeng Wang, Fengsan Zhang, Jinqiao Wu, Siqi Qiang, Bing Li and Guobiao Zhang
Polymers 2025, 17(18), 2513; https://doi.org/10.3390/polym17182513 - 17 Sep 2025
Cited by 3 | Viewed by 800
Abstract
A polyurethane slurry was developed to simultaneously enhance the strength and permeability of geological formations, differing from the conventional fracture grouting used for soft-soil reinforcement. Injected via splitting grouting, the slurry cures to form high-strength, highly permeable channels that increase reservoir permeability while [...] Read more.
A polyurethane slurry was developed to simultaneously enhance the strength and permeability of geological formations, differing from the conventional fracture grouting used for soft-soil reinforcement. Injected via splitting grouting, the slurry cures to form high-strength, highly permeable channels that increase reservoir permeability while improving mechanical stability (dual-enhanced stimulation). To quantify its diffusion behavior and guide field application, we built a splitting-grouting model using the finite–discrete element method (FDEM), parameterized with the reservoir properties of coalbed methane (CBM) formations in the Ordos Basin and the slurry’s measured rheology and filtration characteristics. Considering the stratified structures within coal rock formed by geological deposition, this study utilizes Python code interacting with Abaqus to divide the coal seam into coal rock and natural bedding. We analyzed the effects of engineering parameters, geological factors, and bedding characteristics on slurry–vein propagation patterns, the stimulation extent, and fracturing pressure. The findings reveal that increasing the grouting rate from 1.2 to 3.6 m3/min enlarges the stimulated volume and the maximum fracture width and raises the fracturing pressure from 26.28 to 31.44 MPa. A lower slurry viscosity of 100 mPa·s promotes the propagation of slurry veins, making it easier to develop multiple veins. The bedding-to-coal rock strength ratio controls crossing versus layer-parallel growth: at 0.3, veins more readily penetrate bedding planes, whereas at 0.1 they preferentially spread along them. Raising the lateral pressure coefficient from 0.6 to 0.8 increases the likelihood of the slurry expanding along the beddings. Natural bedding structures guide directional flow; a higher bedding density (225 lines per 10,000 m3) yields greater directional deflection and a more intricate fracture network. As the angle of bedding increases from 10° to 60°, the slurry veins are more susceptible to directional changes. Throughout the grouting process, the slurry veins can undergo varying degrees of directional alteration. Under the studied conditions, both fracturing and compaction grouting modes are present, with fracturing grouting dominating in the initial stages, while compaction grouting becomes more prominent later on. These results provide quantitative guidance for designing dual-enhanced stimulation to jointly improve permeability and mechanical stability. Full article
(This article belongs to the Special Issue Polymer Fluids in Geology and Geotechnical Engineering)
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30 pages, 456 KB  
Article
Hölderlin’s and Novalis’ Philosophical Beginnings (1795)
by Manfred Frank
Humanities 2025, 14(4), 84; https://doi.org/10.3390/h14040084 - 1 Apr 2025
Viewed by 2675
Abstract
Philosophers and literary scholars have notoriously struggled with the periodization of Hölderlin’s work, showing particular reluctance to situate it within Early Romanticism. But there can be no doubt that Hölderlin’s philosophical work resides within the context of an anti-foundationalist criticism, which students of [...] Read more.
Philosophers and literary scholars have notoriously struggled with the periodization of Hölderlin’s work, showing particular reluctance to situate it within Early Romanticism. But there can be no doubt that Hölderlin’s philosophical work resides within the context of an anti-foundationalist criticism, which students of Karl Leonhard Reinhold leveled at his programmatic deduction from a “highest principle” (oberster Grundsatz) in the early 1790s and intensified following Fichte’s lectures (1794/95) on the Science of Knowledge (Wissenschaftslehre). Novalis belonged directly to the circle of Reinhold students, while Hölderlin gained access to it through Friedrich Immanuel Niethammer, his friend from student days in Tübingen and “mentor” in Jena. Niethammer encouraged both Hölderlin and Novalis to contribute to his Philosophisches Journal, conceived as a forum for discussing the pros and cons of foundational philosophy (Grundsatzphilosophie). Novalis’ Fichte-Studies and Hölderlin’s philosophical fragments from 1795/96 can be read as drafts for such an essay. Both men developed similar critiques of Reinhold’s reformulated, subject-centered “highest principle”, the “principle of consciousness” (Satz des Bewusstseins). They argued that according to Reinhold, self-consciousness is a representation, i.e., a binary relationship that provides no explanation for the certainty of unity associated with self-consciousness. Both postulate a transcendent “ground of unity”, which would address this issue while remaining inaccessible to consciousness. My article demonstrates that both men failed to disentangle themselves from the snares of Reinhold’s model of representation, and both transferred the solution for the problem of self-consciousness onto the extra-philosophical medium of art. Full article
(This article belongs to the Special Issue Hölderlin and Poetic Transport)
18 pages, 1392 KB  
Article
Reservoir Characterization of a Tight Gas Field Using New Modified Type Curves for Production Data Analysis—A Case Study from Ordos Basin
by Chang Su, Kefeng Lu, Wanju Yuan and Gang Zhao
Minerals 2022, 12(6), 675; https://doi.org/10.3390/min12060675 - 27 May 2022
Viewed by 2676
Abstract
Using data from 56 tight gas wells from the study field (Y field) in the Ordos basin of China, this paper presents performance-based reservoir characterization of the study field from production data and geophysical data. Post-fracturing evaluation is realized by applying our new [...] Read more.
Using data from 56 tight gas wells from the study field (Y field) in the Ordos basin of China, this paper presents performance-based reservoir characterization of the study field from production data and geophysical data. Post-fracturing evaluation is realized by applying our new modified production decline type curves for fractured wells. Compared to traditional type curves, our newly proposed modified dimensionless type curves help identify field data diagnostics for various flow regimes of fractured wells and also facilitate the curve matching process with real data to obtain fruitful and crucial reservoir and fractured well information, including key parameters such as reservoir flowing capacity (kh), well productivity, fracture length, drainage area and original gas in place. This paper intends to promote the extensive application of this new technique. With the support of the reservoir information provided by production decline analysis using our modified type curves, the commercial flow units are delineated in terms of interrelated porosity-permeability of sandstone based on pore throat aperture crossplotting and corresponding flow unit productivity. Furthermore, two crossplots of well logging interpreted porosity versus resistivity are constructed, suggesting their good correlated relationships with relative flow unit productivity and initial gas abundance in place, respectively. The two crossplots enable qualitative evaluation of formation penetrated by well, which makes them very useful and practical as wireline logging is basically available for every well. The well production routine is also analyzed systematically by considering a well’s inflow performance, tubing performance and minimal liquid-carrying gas flow rate to investigate if a gas well is producing at optimal conditions or if a measure should be taken to improve the well’s production. Through analysis of the Y field, this study introduces an integrated workflow with the support of the new modified type curves to effectively help understand the reservoir characteristics and the flow behaviors of the tight gas field. The key takeaway from this study is that the new modified dimensionless production decline curves in terms of qDM vs. tDM can be applied in field practice to achieve a systematically comparable understanding of the performance of MHFHWs globally. Full article
(This article belongs to the Special Issue Shale and Tight Reservoir Characterization and Resource Assessment)
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