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    A Review of the Application Progress of Machine Learning in Oil and Gas Industry
    MIN Chao, DAI Boren, ZHANG Xinhui, DU Jianping
    Journal of Southwest Petroleum University(Science & Technology Edition)    2020, 42 (6): 1-15.   DOI: 10.11885/j.issn.1674-5086.2020.06.05.03
    Abstract992)   HTML73)    PDF(pc) (1130KB)(1937)       Save
    With the rise of deep learning in recent years, machine learning has been further developed in the oil and gas field. However, due to the particularity and complexity of the oil and gas industry, there is no training sample base suitable for deep learning, nor a targeted model establishment and selection method system. In addition, the uninterpretability of methods such as deep learning leads to the high dependence of learning models on the environment, which restricts the popularization and application of machine learning in the oil and gas industry. Starting from the development stage of machine learning, this paper introduces the major breakthroughs and problems in the application of machine learning in various fields of oil and gas industry. Then, suggestions are given on the processing methods and sample building of different types of data in the oil and gas industry, and how to carry out model adaptability analysis, etc. Finally, the development potential and research direction of machine learning in oil and gas artificial intelligence are proposed.
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    Study on Technique of Enhancing Cementing Quality and Preventing Casing Corrosive in Changqing Oil Field
    Guo Xiao-yang Zhang Yu-long Yong Yuan-guang
    西南石油大学学报(自然科学版)    1998, 20 (2): 47-52.   DOI: 10.3863/j.issn.1000-2634.1998.02.12
    Abstract1743)      PDF(pc) (335KB)(1325)       Save

    The mainly difficult problem of production inadequate return top of slurry and poor bonding cementing hole reaction are discussed in the paper; the effective factors of cementing quality – poor slurry property, lost circulation, poor displacement in long bare hole, and o8il-gas-water migration in the processes of slurry setting are analyzed; the technical countermeasure of enhancing cementing quality and preventing casing corrosive are presented. The previous troubles are solved satisfactorily and marked economic benefit abstained by using these techniques in low temperature, weak and oil-gas-water active formation.

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    THE USAGE OF “DEPRESSION” “BEND” AND “HEART”“CORE” AND THE OTHERS
    LIU Quan-wen
    西南石油大学学报(自然科学版)    2007, 29 (6): 176-176.   DOI: 10.3863/j.issn.1000-2634.2007.06.044
    Abstract710)      PDF(pc) (45KB)(698)       Save
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    Research on High Water Absorbent Resin for Leak Prevention and Sealing in Water-based Drilling Fluid
    LUO Pingya, DAI Feng, LIU Yingmin, HE Jianing, BAI Yang
    Journal of Southwest Petroleum University(Science & Technology Edition)    2025, 47 (4): 1-9.   DOI: 10.11885/j.issn.1674-5086.2024.07.03.02
    Abstract371)   HTML14)    PDF(pc) (9215KB)(287)       Save
    To address the problem of wellbore leakage caused by clay particles and natural fractures in shale oil and gas reservoirs using water-based drilling fluids, which cannot be successfully plugged, acrylic acid and polyvinyl alcohol are used as monomers, N, N'-methylene bisacrylamide is used as a chemical crosslinking agent, and the response surface method is adopted with water absorption rate as the response target. The experimental factors are optimized, and a PAA/PVA interpenetrating network structure high water absorbent resin plugging agent is prepared through free radical solution polymerization. The successful synthesis and thermal stability of the plugging agent were verified by infrared, thermogravimetric, and scanning electron microscopy analysis. Evaluate the pressure sealing performance of the plugging agent through sealing and pressure bearing capacity experiments, sand bed experiments, and micro crack simulation experiments. The test results show that the plugging agent has good thermal stability. Under the conditions of a fracture width of 2 mm, a temperature of 180 ℃, a plugging agent dosage of 3%, and a confining pressure of 10 MPa, the maximum pressure bearing capacity is 6.08 MPa, and the high-temperature and high-pressure filtration loss is 9 mL. It can achieve the plugging effect of water-based drilling fluid in shale formations.
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    Distribution of the Thin Reservoir of Shoal Facies at the Top of Member 1 of the Jialingjiang Formation in Luzhou Palaeohigh
    TANG Hao, LIAO Zichao, SUN Haofei, XU Chang, CHEN Xiao
    Journal of Southwest Petroleum University(Science & Technology Edition)    2025, 47 (2): 18-31.   DOI: 10.11885/j.issn.1674-5086.2024.04.27.01
    Abstract143)   HTML192)    PDF(pc) (70732KB)(158)       Save
    The first Member and second Member of the Lower Triassic Jialingjiang Formation in Luzhou Paleouplift are the main oil resources in Sichuan Basin, however, the reservoir especially the thin shoal reservoir distribution is not clear yet, which restricts oil exploration process. Based on core, cuttings and well logging data, this paper researches reservoir characteristics, reservoir genesis mechanism and paleogeomorphology, and get the following results. The reservoir lithology is mainly composed of thin-middle oolitic and bioclastic limestone, and the main reservoir space is the dissolved intragranular pores and moldic pores. The physical properties are generally poor, but high porosity and permeability layers are developed locally. The leaching of meteoric water is the main reservoir genesis mechanism, while paleouplift is the key to form reservoir by depositing grain shoals and syngenetic karstification. The well logging statistics show that the thickness of granulated rock in the first Member of Jialingjiang Formation is positively correlated with the thickness of strata, which indicates that the thickness of strata reflects the level of sedimentary palaeotopography. Therefore, it is considered that the central of Luzhou palaeouplift, the eastern margin of Kangdian palaeocontinental and the southern area of the central Sichuan palaeouplift are three main favorable areas for reservoir development. This research can be used as reference for the exploration and development of Jialingjiang Formation in Sichuan Basin, and more important it can also provide a case study for the distribution of thin shoal reservoir in the world.
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    Experience of Efficient Fracturing of Shale Gas in North America and
    Enlightenment to China
    Zeng Fanhui, Guo Jianchun, Liu Heng, Xiao Yong
    西南石油大学学报(自然科学版)    2013, 35 (6): 90-98.   DOI: 10.3863/j.issn.1674–5086.2013.06.012
    Abstract265)      PDF(pc) (455KB)(1257)       Save

    Shale gas as an important unconventional resource,is essential for our energy security and supply,but the shale
    reservoir is of low porosity and extra-low permeability characteristics,and hydraulic fracturing is needed to obtain the desired
    economic output. We summarized the advanced technology used in American shale gas exploitation in the paper. Based on
    the shale gas reservoir characteristics and technology development of China,we also discussed the directions of large-scale
    development of shale gas in China. The results indicate that economical development of north American shale gas benefited
    from the advanced reservoir evaluation,horizontal drilling and hydraulic fracturing. And we also further evaluated the latest
    developments in north American shale gas,including reservoir evaluation,fracturing material and design optimization,production
    evaluation. In addition,discussion of technology adaptability and basic principles of various technologies are presented.
    In order to improve the development of shale gas in China,from exploration to development,we should learn from combining
    advanced experience with our reservoir features to carry out science and technology research,such as whole optimization of
    exploration and development,the volume fracturing mechanism and related technology,the evaluation of negative effects of
    shale gas development.

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    Index Evaluation Consequences of F&E Risk for CNG Filling Station
    Hou Xiangqin;Cao Jian;Jia Ning
    西南石油大学学报(自然科学版)    2012, 34 (5): 0-176.  
    Abstract410)      PDF(pc) (390KB)(1032)       Save
    An important aspect of risk assessment for CNG filling station is the evaluation of fire and explosion consequence.
    At present the methods of risk evaluation are mostly qualitative-based,such as hazard analysis and fault tree analysis. The
    influencing factors of damage in the station are illustrated including ordinary technology hazards and special technology hazards.
    And the hazards of fire and explosion are analyzed. On that basis,the index method is used to carry out the evaluation of failure
    consequence for the CNG filling station. It would lay the foundation for station quantity risk assessment.
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    A Practical Method to determine the Fatique Cracking Constants of Sucker Rods
    Song Yu Zhang Xiao-yu
    西南石油大学学报(自然科学版)    1994, 16 (3): 65-70.   DOI: 10.3863/j.issn.1000-2634.1994.03.011
    Abstract952)      PDF(pc) (365KB)(932)       Save
    In accordance with the statistic characteristics of fatique cracking, a practical method has been put forward in this paper to deternxine fatique cracking constants of sucker rods.The constants deduced from this method are correlative with sucker rod survival probability,hence corresponding to the results from other metheds. The distribution law of fatique
    cracking lifetime of sucker rods and the correlativity betweem C and m are slso tentatively discussed and tested in this paper.
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    Characteristics of Full-frequency Bentonite of Ordovician–Silurian Transition in Southeastern Sichuan and Its Significance Indicator of Shale Gas
    LI Boshuo, SHAN Chang'an, LIANG Xing, GU Xiaomin, HE Fangyu, SHI Hailong
    Journal of Southwest Petroleum University(Science & Technology Edition)    2025, 47 (4): 23-40.   DOI: 10.11885/j.issn.1674-5086.2024.01.11.02
    Abstract97)   HTML8)    PDF(pc) (180927KB)(224)       Save
    In the shale of the Wufeng-Longmaxi Formation in the southeastern Sichuan Basin, there are several sets of bentonite beds, which keeps records of key information about numerous geological events. In order to clarify the characteristics of bentonite development and its significance for shale gas, core observation, thin section identification, SEM observation, whole rock X-ray diffraction have been carried out for the core of several shale gas evaluation exploration wells and typical sections in neighboring areas in southeastern Sichuan, and the following results have been obtained. 1) In the standard well of bentonite in southeastern Sichuan Province, 59 bentonite layers are identified, and were further divided into 6 sets of bentonite development segments. 2) In the process of volcanic ash deposition, the alkaline water environment chemically destroys the hard protein structure of graptolite, resulting in the phenomenon that graptolite does not develop in the surrounding rocks above and below the bentonite. 3) There are alteration phenomena in the bentonite, and the products are mostly pyrite. 4) Low-frequency and high-intensity development of bentonite often indicate high-quality shale, and high-frequency and high-intensity, highfrequency and low-intensity development of bentonite often indicate subprime-quality shale, while low frequency and low intensity development of bentonite is regarded as ordinary organic shale.
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    THE COMPREHENSIVE UTILIZATION OF HYDROGENARATION CRACKING TAIL OIL
    LI Qi WANG Hui-dong XIA Chun-gu
    西南石油大学学报(自然科学版)    2007, 29 (6): 122-126.   DOI: 10.3863/j.issn.1000-2634.2007.06.030
    Abstract1688)      PDF(pc) (217KB)(721)       Save

    Hydrogenation cracking tail oil is of excellent performance, with high saturated hydrocarbon content, low sulfer and nitrogen content, it can be ethane cracking substance, also good quality basic oil raw material of lubricating oil, it can also be used to produce transformer oil, combustion engine oil and hydraulic oil etc., meanwhile, the by product of diesel can be obtained. Hydrogenation cracking tail oil from Liaoyang petrochemical Corp. is researched in Lab, the utilization of the hydrogenation cracking tail oil as basic oil of lubricating oil is investigated through the technique of vacuum distillation, solvent dewax and replenishment refinement. Research indicates that 15.3% HVI100 basic oil recovery, 35.4% HVI150 basic oil, 20.4% HVI 400 basic oil, diesel and transformer oil, can be obtained through hydrogenation cracking tail oil.

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    Complex Fluid Identification Method for Ultra Deep Heterogeneous Low Porosity Sandstone Reservoirs
    ZHAO Yuanliang, YU Bing, GUO Kecai, WANG Meiling, SHUAI Shichen
    Journal of Southwest Petroleum University(Science & Technology Edition)    2025, 47 (4): 10-22.   DOI: 10.11885/j.issn.1674-5086.2023.11.26.01
    Abstract157)   HTML11)    PDF(pc) (22920KB)(223)       Save
    The burial depth of Cretaceous Bashkirchik Formation in Bozi-Dabei area of Kuqa Depression, Tarim Basin is more than 6 000 m, and the porosity is mainly distributed between 6%~9%. At the same time, the complex pore structure, significant changes in regional formation water mineralization and geostress result in low contrast in electrical resistivity between gas and water layers. The poor physical properties of the matrix result in poor applicability of non electrical fluid identification methods such as array acoustic rock mechanics parameters and neutron-density envelope. A detailed analysis of regional geological characteristics was conducted to address the identification problem of low contrast in gas and water layer resistivity in the Bozi-Dabei Region, and three electrical identification methods have been developed, including the precise establishment of porosity resistivity intersection diagram method in stress zones, pure water layer resistivity inversion method, and adjacent mudstone resistivity comparison method. At the same time, a non electrical identification method for two-dimensional nuclear magnetic T 1- T 2 intersection map that is not affected by the skeleton was introduced. This fluid identification method was applied to the tracking and interpretation of exploration wells in the Bozi-Dabei Area, interpretation coincidence rate increased by 16.7%, effectively solved the difficulty of fluid identification caused by low contrast of gas and water layer resistivity due to complex geological conditions in the Bozi-Dabei Region. It provides a powerful technical means to avoid oil and gas reservoir leakage in the study area. It has important application and popularization significance in the domestic ultra-deep tight sandstone reservoirs such as the southern margin foreland basin of Junggar, Xinjiang and Hetao Basin of Huabei Oilfield.
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    Research Progress, Challenge and Prospect of Nanoscale Oil-displacing Materials for Enhanced Oil Recovery
    ZHANG Chenjun, JIN Xu, YUAN Bin, ZHANG Lei, ZHENG Shaojing
    Journal of Southwest Petroleum University(Science & Technology Edition)    2023, 45 (1): 55-70.   DOI: 10.11885/j.issn.1674-5086.2022.04.27.03
    Abstract1004)   HTML33)    PDF(pc) (1589KB)(645)       Save
    This review summarizes the research progress of nanoscale oil-displacing materials developed by various researchers, describes the application effect of silica nanoparticles, metal-oxide nanomaterials, polymer nanospheres and carbon nanomaterials, analyses the physical and chemical properties of existing nanoscale oil-displacing agents and their EOR mechanism in porous reservoir media, including nanometer-size effect, wettability alteration, structural disjoining pressure, mobility ratio improvement, and predicts the potential of nanoscale oil-displacing materials in high water cut reservoir, low permeability reservoirs, tight oil and shale oil in China. In addition, the review points out the challenges and research direction in the process of oilfield development, such as testing methods, accuracy of mathematical model, material versatility, economy and industrial production, and provides a theoretical and experimental basis for their large-scale application in EOR.
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    Molecular Simulation for Inorganic Salts Inhibition Mechanism on Illite Hydration
    LIU Meiquan, PU Xiaolin, ZHANG Qian, SU Junlin
    Journal of Southwest Petroleum University(Science & Technology Edition)    2021, 43 (4): 81-89.   DOI: 10.11885/j.issn.16745086.2021.04.29.15
    Abstract330)   HTML12)    PDF(pc) (1281KB)(506)       Save
    In order to study the microscopic mechanism of illite hydration expansion and the mechanism of inorganic salt inhibitors, two illite crystal models (1M-tv and 1M-cv), which are common in oil and gas reservoirs, were established through molecular simulation technology. Furthermore, molecular dynamics method was used to study the microscopic distribution of illite interlayer particles and the hydration parameters of inorganic salt cations entering the interlayer. The results show that the interlayer spacing of illite increases with the number of adsorbed water molecules. It reaches saturation when the number of molecules is 20; 1M-tv configuration is more prone to hydration expansion than 1M-cv configuration; K + and Ca 2+ are the smallest hydration numbers and hydration radius of monovalent cations and divalent cations, respectively. In addition, K + can be embedded in the silicon-oxygen six-membered ring of the tetrahedral sheet, making it difficult for ion exchange to occur, which can effectively prevent water molecules from entering the inside of the illite crystal structure. The experimental results well verify the inhibition of KCl and CaCl 2 on illite hydration expansion. The results have important theoretical significance for the study of shale anti sloughing mechanism and drilling fluid hydration inhibitor.
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    Experimental Study of Multifunctional Mud-additive HD
    Wang Pingquan
    西南石油大学学报(自然科学版)    1997, 19 (1): 45-48.   DOI: 10.3863/j.issn.1000-2634.1997.01.009
    Abstract1017)      PDF(pc) (285KB)(999)       Save
    This paper systematically describes various performances of HD in drilling fluid. The experiment shows that HD is able to reduce filtration, suspend, inhibit, lubricate, and resist high temperature, salt, and calcium. It is a new product replacing polymers. It is a valuable reference for the development of drilling fluid system.
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    nfluence of Stearic Acid on Paraffin Melting Point and It′s Mechanical Properties
    WANG Ling et al
    西南石油大学学报(自然科学版)    2008, 30 (2): 112-115.  
    Abstract1850)      PDF(pc) (260KB)(1232)       Save
    In order to provide a scientific basis for improving paraffin properties and its application, the digital instrument of melting point and universal material machine are used to study the melting point and strength of the paraffin-stearic acid system. The mechanism is also discussed with infrared spectroscopy. The result of experiment indicates stearic acid has some effect on paraffin melting point. When the content of stearic acid is lower than 40 wt %, the melting point of paraffin decreases with the increase of stearic acid addition, however, when the content of stearic acid is in the range of 40 wt% to 100wt%, the melting point increases, stearic acid has positive effect on strength of paraffin, especially, when the content of stearic acid is in the range of 0 to 10wt%, the strength of paraffin increases rapidly, and the strength growth rate reaches 32.56%, the reason is that the stearic acid wipes out the bubble in paraffin and the paraffin becomes more uniform. According to infrared spectroscopy, there is a lot of resemblance between paraffin and stearic acid, so they can fuse together at any proportion; in industrial application, less than 20 wt% stearic acid should be reasonable in order to increase the strength but not decrease the melting point too much.
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    Rod Design Optimization of the Hydraulic Feedback Pump of Heavy
    Oil Mixed with Light Oil
    Yuan bo, Du Linhui, Liang Zhiyan, Tang Jian, Jiang Jianhua
    西南石油大学学报(自然科学版)    2013, 35 (5): 157-164.   DOI: 10. 3863/j. issn. 1674 – 5086. 2013. 05. 023
    Abstract250)      PDF(pc) (757KB)(824)       Save

    Tahe Oilfield is a carbonate reservoir with ultra-deep,ultra-heavy oil,which needs to mix with light oil. Sucker rod
    pumps are mainly the hydraulic feedback heavy oil pump,which is designed specifically for heavy oil production. The stress
    situation of hydraulic feedback heavy oil pump in mixing light oil wells was analyzed,and the sensitivity of various loading
    factors was evaluated,and finally we put forward that producing fluid level and viscosity of the miscible liquids are the most
    sensitive factors affecting the loading. On the basis of force analysis,we identify the problems of rod string designing method
    at present and analyze the reasons of the rupture and out of joint of the sucker sod. Through a lot of comparison of the measured
    and calculated data,we draw the conclusion that the stress error of optimized poles is smaller and the stress status evaluation is
    more accurate. The optimized calculation method will be used to calculate the maximum pump depth for various combinations
    of the oil extractor,rod and pump,and to guide the production management.

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    CO2 Corrosion Resistance Test and Applicability Evaluation
    of Rubber O-ring
    Zeng Dezhi1, Li Tan1, Lei Zhengyi2, Cao Dayong3, Shi Taihe1
    西南石油大学学报(自然科学版)    2014, 36 (2): 145-151.   DOI: 10.11885/j.issn.1674-5086.2013.09.11.05
    Abstract431)   HTML    PDF(pc) (734KB)(889)       Save

    In the high CO2 oil and gas field operations,the applicability of rubber O-ring has a certain effect on the production
    safety. Previous studies related to the rubber O-ring is merely in a free state,but in the actual operating condition,the rubber
    O-ring is mostly in a compressive stress state. Therefore,we designed a new device for corrosion resistance and sealing property
    test of rubber seals in a compressive stress state,in the harsh environment with pressure of 35 MPa,temperature of 140 ℃,gas
    phase composition of 5%CO2 and 95%N2,and the CO2 corrosion resistance experiments on the O-rings of four kinds of rubber
    materials were conducted. Through comparing the mechanical properties and morphology changes before and after corrosion,
    the applicability evaluation of them in the above experiment environments was made. The study found that the mechanical
    properties of O-rings after corrosion decreased. The corrosion extent of O-rings was weaker in the compressive stress state than
    in the free state,and in the compressive stress state,the liquid corrosion was weaker than the gaseous corrosion,but stronger
    in the free state. After corrosion the swelling and aging of O-rings occurred,which caused the seal failure. The study provided
    references for the selection and use of rubber seals in the high temperature and high pressure oil and gas field with high CO2
    content.

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    Optimization of Injection Technique of Corrosion Inhibitor in CO 2-flooding Oil Recovery
    ZHANG Deping, MA Feng, WU Yule, DONG Zehua
    西南石油大学学报(自然科学版)    2020, 42 (2): 103-109.   DOI: 10.11885/j.issn.1674-5086.2019.05.08.01
    Abstract265)   HTML    PDF(pc) (767KB)(1326)       Save
    Severe downhole corrosion occurred during Jilin CO 2 flooding in an oilfield in Jilin due to the high pressure of CO 2, high concentration of saline water and sulfate reducing bacteria (SRB) in the produced fluid. Currently, addition of corrosion inhibitors is one of the common methods to protect the oil well and tubes. Through studies of corrosion mechanism and main factor analysis, the effects of inhibitor type, concentration, and injection technique on their filed inhibition efficiency and long-term durability were investigated, aiming at lowering the cost of corrosion management. Then a suitable injection regulation of inhibitor is proposed based on the filed situation in order to improve the long-term efficacy of inhibitor. Injection optimization tests indicate that the corrosion rate has been decreased to <0.076 mm/a. This optimized injection technique of inhibitor not only increases the service life of downhole device and tubes but also decrease the cost of corrosion management.
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    Study on the Characteristics and Differences of Carbonate Reservoir in Halahatang-Fuman Oilfield
    JIANG Tongwen, DENG Xingliang, LI Xuguang, CHANG Shaoying, WANG Peng
    Journal of Southwest Petroleum University(Science & Technology Edition)    2025, 47 (2): 1-17.   DOI: 10.11885/j.issn.1674-5086.2024.04.20.01
    Abstract175)   HTML213)    PDF(pc) (57018KB)(181)       Save
    The deep-ultra-deep carbonate reservoirs in the Tarim Basin have already formed a production base of 3 million tons of oil, but there is still controversy over the types of reservoir space and the structural differences of reservoir bodies in deep-ultra-deep carbonate rocks, which affect the optimization of oil and gas reservoir development schemes. Based on field outcrops, cores, seismic, logging, drilling and production data analysis, we conduct a comparative study on the types and structural differences of high-quality carbonate reservoir space and reservoir bodies in the Ordovician deep-ultra-deep strata of the Halahatan-Fuman Oilfield. The results show that: 1) Halahatang-Fuman Oilfield is controlled by the weakening of atmospheric freshwater dissolution from north to south: the main reservoir space types in the northern anticline karst area are karst caves and dissolution pores; the main reservoir space types in the southern interbedded karst area of Halahatan are fractures, pores, and cavity-type reservoirs and karst rivers; the main reservoir space types in the Fuman fault-controlled karst area are angular breccia intercavities and fault voids, and structural fractures. 2) The differences in reservoir space filling characteristics are also quite obvious: the karst caves in the northern anticline karst area and the interbedded karst area of Halahetang are relatively rich in dissolution filling, mainly including sedimentary filling materials, collapse filling materials, and chemical precipitation filling materials; however, the filling characteristics of the reservoir bodies in the Fuman Oilfield are relatively simple, mainly composed of calcite and silica cementation. 3) The differences in the internal structural features of reservoir spaces are as follows: the northern karst area has three layers of dissolution structures, namely, the surface karst belt, the percolation karst belt, and the subterranean karst belt; the southern interbedded karst area of Halahetang has three structural elements composed of the supply area, the percolation belt, and the discharge area; the fault-controlled karst area has four structural models, namely, the single sliding surface structure, the compressional nucleus belt structure, the tensile-torsional cavity nucleus belt structure, and the grille-like fracture network nucleus belt structure. Clearly recognizing the characteristics and internal structural differences of ultra-deep carbonate reservoir spaces is of great significance for the formulation of efficient oil and gas reservoir development plans in the Tarim Basin. It guides the deployment of wells and the optimization of well trajectories, leading to an increase in the success rate of high-yielding wells to over 96%, and provides new ideas for the next phase of efficient oil and gas exploration and development in the study area.
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    Developments on Optical Fiber Sensing Technologies Applied in Oilfield
    Zhuang Xuye;Huang Tao;Deng Yonggang;Wang Junpu;Yao Jun
    西南石油大学学报(自然科学版)    2012, 34 (2): 161-172.  
    Abstract614)      PDF(pc) (1306KB)(1468)       Save
    With respect to those traditional electromechanical sensors the optical fiber sensor system offers small volume,
    high sensitivity,immunity of corrosion and electromagnetic interference. It is feasible to build permanent distributed sensor
    systems based on optical fiber sensing technologies,which can monitor the analytes online and in time. Optical fiber sensing
    technologies are widely developed and used in oilfield today. The optical fiber technologies used to monitor the temperature,
    pressure,seism,flow field and stress in the oilfield are introduced in this paper. Research achievements of each technology
    home and abroad are illustrated. The merits of these technologies are described,and the development trends of them are also
    proposed.
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    RECOGNITION AND CORRELATION OF TWO DISTINCT TYPES OF FAN DELTA FACIES
    CHEN Jing-shan TANG Qing-song DAI Zong-yang et al
    西南石油大学学报(自然科学版)    2007, 29 (4): 1-6.   DOI: 10.3863/j.issn.1000-2634.2007.04.01
    Abstract1874)      PDF(pc) (714KB)(1048)       Save
    According to the research of tectonic setting, eustatic sea level change, depositional feature et al, two distinct types of marine fandelta facies in Yacheng Formation, Oligocene, Qiongdongnan Basin are identified. The fandelta facies, near mountains closely neighbor upon highland source area, are developed on the steeper slope at downthrow block of basinmargin fault. The sediments deposited in these fan deltas are frequently very coarse in the grain size and poor sorting. The pattern of grainsize probability plot mostly displays arcuate or oblique shapes. Graded and massive bedding resulted from gravity flow is common. These show that depositional hydrodynamics is dominated by the gravitycurrent action accompanied with tractional current action. The fandelta facies, near alluvial fan and characterized by being close neighboring upon subaerial alluvial fan, are usually developed on the relatively gentle slope at downthrow block of basinmargin fault. The sediments deposited in these fan deltas are commonly coarser in the grain size and good sorting. The pattern of grainsize probability graph is dominated by double segment and multisegment shapes. Crossbedding, parallel and ripple bedding resulted from tractional current is common, which shows that depositional hydrodynamics is dominated by the tractional current action accompanied with sediment gravity flow action. The reservoir performance of sand body is worse in fandelta facies near mountains than that in the fandelta facies near alluvial fan. It′s in favor of growing fandelta facies near mountains when there are steeper slope and higher sea level in the basin margin and when there are gentle slope at downthrow block and relatively low sea level, then, it is in favor of growing fandelta facies near alluvial fan. Along with the change of slope gradient and sealevel fluctuation in basin margin, these two kinds of fan delta may have the succession mutually.
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    May Downward Flow of Oil and Gas Occur? A Discussion with Mr. Wang Yongshi
    LI Chuanliang, LIU Donghua
    Journal of Southwest Petroleum University(Science & Technology Edition)    2024, 46 (5): 170-182.   DOI: 10.11885/j.issn.1674-5086.2024.05.08.01
    Abstract301)   HTML15)    PDF(pc) (1215KB)(292)       Save
    In response to whether downward flow of oil and gas occurs in petroleum geology, based on the relevant theories of flow mechanics in porous media, the migration and accumulation mechanism of oil and gas and the formation mechanism of formation overpressure were deeply studied through theoretical analysis. The main understandings were obtained as follows: firstly, migration is different from flow, flow requires differential pressure drive, migration does not require differential pressure drive, and oil and gas migration is a discrete flow or droplet flow under buoyancy; secondly, oil and gas can migrate upwards, and downward flow of oil and gas will not occur due to the lack of driving force; thirdly, the laboratory experiments did not simulate underground conditions, with a large pressure difference and a high flow velocity, indicating oil and gas flow rather than oil and gas migration; fourthly, the mudstone formation is an open formation and there is no overpressure and formation water can balance formation pressure through flow; fifthly, oil and gas are separated and surrounded by formation water, and overpressure can occur and the overpressure is balanced by capillary pressure; sixthly, there is no upper source-lower reservoir model, and the source rock may not necessarily be located directly below the oil and gas reservoir. Lateral upward migration can also achieve the formation of oil and gas reservoirs.
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    Development and Application of Drilling Engineers Aide System
    Zhang Yi-ping Sun Biao Liu Bin
    西南石油大学学报(自然科学版)    1994, 16 (3): 34-38.   DOI: 10.3863/j.issn.1000-2634.1994.03.006
    Abstract901)      PDF(pc) (313KB)(1005)       Save
    This paper presents a software system for drilling engineering-the drilling engineersaide,and briefly discusses the structure and functions of the systemwhich has been sucess-fully applied inthe oilfields.



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    THE PRESENT SITUATION, UTILIZATION AND PROTECTION OF WATER RESOURCE
    LIU Bao-jun LIAO Sheng-ping
    西南石油大学学报(自然科学版)    2007, 29 (6): 1-11.   DOI: 10.3863/j.issn.1000-2634.2007.06.001
    Abstract832)      PDF(pc) (768KB)(822)       Save
    The present situation of water resource in China and the world is introduced, the existing problems in water resource in China analyzed, and the experience developing and proteoting water resource abroad the policies regardingwater resource, and insisting scientific development idea put forward to solve the problems of the resource and environment in social development, especially,the water resource and water environment. The reasonable proposals and countermeasures regarding water resource will play a positive role in reasonable utilization and proteotion of water resource in China.
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    A Study on Oil Well Production Prediction Based on Time Series Dynamic Analysis
    YANG Yang, CHENG Yuefei, QIAO Ying, LIU Jiong
    Journal of Southwest Petroleum University(Science & Technology Edition)    2020, 42 (6): 82-88.   DOI: 10.11885/j.issn.1674-5086.2020.05.22.04
    Abstract484)   HTML9)    PDF(pc) (599KB)(444)       Save
    The effect of oil well production prediction method currently used is not ideal. This study aims at dynamic prediction of oil production, using time series analysis combined with residual error correction. We build an ARIMA (Autoregressive integrated moving average) model with the ability of time series dynamic analysis, to predict the initial value and the real residual oil well production; the residual error was corrected by constructing the (SVM) Support Vector Machine time series prediction model to obtain the predicted value of oil well production combination. The LSTM (Long Short-Term Memory) model is compared with the above methods. The experimental results show that the average relative error rates of the combined prediction model and the LSTM model are 9.81% and 32.44% respectively. The conclusion is that the combined model prediction is more accurate, and provides an effective method for the dynamic prediction of oil well production, which can be used as a fast and real-time auxiliary basis for oil well production planning and has practical value.
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    Analysis of Policy and Enlightenment on Treatment of Fracturing Fluid in Shale Gas Production Between China and the United States
    CHEN Xuezhong, LU Youchang, WU Yiyi, MA Lili
    Journal of Southwest Petroleum University(Science & Technology Edition)    2021, 43 (5): 212-219.   DOI: 10.11885/j.issn.1674-5086.2021.02.25.02
    Abstract338)   HTML5)    PDF(pc) (1453KB)(528)       Save
    Fracturing flowback fluid is complex in composition and difficult in treatment because it is rich in chemical additives and is affected by formation water and cuttings. Based on the comparison of relevant regulations on water environmental protection and fracturing flowback fluid treatment in shale gas development between China and the United States, we find out the following problems in the environmental supervision of shale gas development in China:the unified coordination organization for the environmental supervision of shale gas development has not yet been formed; the environmental regulations and standards related to shale gas development are not perfect; the basic scientific research is weak. Therefore, the countermeasures of shale gas fracturing fluid management in China are establishing on a sound regulatory system and carrying out the entire process environmental supervision, improving basic scientific research, and enhancing the technology and management system.
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    High Efficient Development Strategies and Key Technologies for Turbidite Sandstone Reservoirs in Deep-water
    WANG Guangfu, ZHANG Wenbiao, LI Fayou, LU Wenming, LI Meng
    Journal of Southwest Petroleum University(Science & Technology Edition)    2025, 47 (1): 1-15.   DOI: 10.11885/j.issn.1674-5086.2024.08.31.04
    Abstract201)   HTML15)    PDF(pc) (57761KB)(164)       Save
    In response to the challenges of high investment in deepwater turbidite sandstone oilfield development, limited available data for project planning, high requirements for the success rate of the one-time well network, and striving for maximum oil recovery through high-speed oil production, researches have been conducted on reservoir characteristics of turbidite sandstone, geophysical prediction, geomodeling and numerical simulation integration, and efficient development strategies. It has been revealed that deep-water turbidite sandstone channels can be subdivided into composite channels, single channels, branch channels, and submarine fans as microfacies. Key geophysical technologies have been developed including seismic point identification of turbidite channel reservoirs' original oil-gas interface; amplitude attribute characterization of the extension distribution and oscillation range of turbidite channels, division of multi-stage channel cutting relationships on seismic profiles, prediction of sandstone thickness through wave impedance inversion, characterization of changes in water drive front using 4D seismic monitoring techniques. Technologies of development indicators and production parameters optimization for reservoir-well-pipeline-network-FPSO integration have been established. Development strategies for turbidite channel sandstone reservoirs such as irregular well networks deployment, economic limit of single well controlled recoverable reserves, early water injection at the edge with a large well space have been summarized. The above key technologies and models have been applied to the development of P Oilfield in Block 18 of Angola, achieving the goals of fewer wells and high production, high investment and high return, making possible the efficient development of the deep-water marginal reserves that have not been utilized for more than 10 years, and providing reference for the development of similar reservoirs.
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    Predicting the Diffusive Front of Supercritical CO 2 in Tight Oil Reservoirs
    WEI Bing, SHANG Jing, PU Wanfen, Kadet VALERIY, ZHAO Jinzhou
    西南石油大学学报(自然科学版)    2020, 42 (2): 94-102.   DOI: 10.11885/j.issn.1674-5086.2019.10.30.02
    Abstract300)   HTML    PDF(pc) (697KB)(1304)       Save
    Most of researchers claim that supercritical CO 2 diffusion is one of the key considerations for CO 2 huff-puff EOR in tight reservoirs. In this paper, a matrix-fracture model was designed and applied to measuring the diffusion coefficient of supercritical CO 2 in saturated oil cores using pressure decay method. The influence of reservoir conditions such as pressure and core petroproperties on the diffusion coefficient and concentration distribution of supercritical CO 2 was comprehensively investigated, and a method predicting CO 2 concentration field and diffusion front was established. The experimental results showed that the diffusion coefficient of supercritical CO 2 in the tight core (0.06 mD) is in the order of 10 -12 m 2/s. The diffusion coefficient was found to increase with the increase of the initial gas injection pressure before finally leveling off after a certain pressure. The maximum diffusion coefficient occured around the critical pressure point. In addition, the diffusion coefficient increased with the increase of matrix permeability and porosity, whereas it decreased with the increase of core tortuosity. After 900 days, diffusion in tight reservoirs, the diffusion front only advanced 0.095 m. Therefore, it is rational to neglect the diffusing effect of CO 2 in the field operation cycle of CO 2 injection in tight reservoirs. In the later stage of diffusion, the concentration gradient of CO 2 became low leading to gradual decrease of diffusion.
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    Development and Application of Gas Injection for Oil Recovery from Offshore Oilfields
    FENG Gaocheng, HU Yunpeng, YAO Weiying, ZHANG Yu, YUAN Zhe
    西南石油大学学报(自然科学版)    2019, 41 (1): 147-155.   DOI: 10.11885/j.issn.1674-5086.2018.07.18.01
    Abstract317)   HTML    PDF(pc) (1182KB)(938)       Save
    The proportion of offshore low-permeability reservoirs and heavy oil reservoirs in untouched geological reserves has shown an annual increase. Thus, identifying methods for effective use of such hard-to-access reserves has become a major issue. Although gas injection for oil recovery has been applied both domestically and internationally for decades, China's offshore gas injection technology is still in its beginning stages. Focusing on these problems, this study examines the theory and application of gas injection development in both China and the world. Considering the current state of development and the production difficulties of China's offshore oilfields, seven constraints of the development of offshore gas injection technology in China were first analyzed, and solutions and measures were then proposed. The research shows that the potential use of gas injection for oil recovery technology in offshore oilfield applications is great and that localizing key technologies and applying multiple methods can reduce developmental risks and increase economic benefits.
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    The Optimization Design of the Pipe-in-Pipe Combinationunder the Deep Layer
    Dong Shi-er Zhang Wen-wei Zhang Xian-pu
    西南石油大学学报(自然科学版)    1994, 16 (3): 55-64.   DOI: 10.3863/j.issn.1000-2634.1994.03.010
    Abstract874)      PDF(pc) (281KB)(1092)       Save
    Oil production is often greatly affected by the collapse of well casings under the super-high pressure of the soft rock under deep layer,Aiming of this,the authors in this paper base their discussion on the thick tube theory in the elasticity mechanics and the optimization theory and put forward a new approach towards the optimization design of the pipe-in-pipe combination to resist the super-high pressure of the soft rock under deep layer.
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    GEOPHYSICAL RESPONSE CHARACTERISTICS OF THE GAS-BEARING RESERVOIR IN XUJIAHE FORMATION EASTERN,SICHUAN AREA
    WANG Chang-cheng;
    西南石油大学学报(自然科学版)    2010, 32 (6): 29-32.   DOI: 10.3863/j.issn.1674-5086.2010.06.007
    Abstract703)      PDF(pc) (8626KB)(726)       Save
    Appliying synthetic seismogram,reservoir displacement to Xujiahe Formation reservoir in eastern Sichuan area,this paper explores the characteristics of geophysical response and Formation mechanism of gas-bearing reservoir in Xujiahe formation with T-Structure in eastern Sichuan area.The results show that gas-bearing reservoir is low in frequency and weak in amplitudes reflection.The reason relies in two aspects:1.The decreased velocity of gas-bearing reservoir results in weak amplitudes,and under the effect of superimposed effects of the thin layer,the bottom of gas-bearing reservoir appears as weak amplitudes;2.The absorption of gas-bearing reservoir to high-frequency results in the mixing of sand and shale layers,and appears as weak amplitudes.The comprehensive response of these two aspects can be used as an index of gas-bearing reservoir to high position of T- Structure.
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    Geometric Design of Involute Standard Spur Gears
    Yang Yi-ming Zhang Hong-rong
    西南石油大学学报(自然科学版)    1996, 18 (3): 102-105.   DOI: 10.3863/j.issn.1000-2634.1996.03.016
    Abstract905)      PDF(pc) (325KB)(1225)       Save
    Basing on the ongaging theory of involute standard spur gears,this paper descriobesthe parameters and tooth profiles,and the way of determining the technical parameters ge-ometric dimension.

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    Advances in the Interface Detection of Gas-liquid Two-phase Pipe-flow Research
    JIANG Junze, YONG Qiwei, QIAN Haibing, JIANG Xinsheng, HUANG Yanqi
    Journal of Southwest Petroleum University(Science & Technology Edition)    2021, 43 (2): 138-148.   DOI: 10.11885/j.issn.1674-5086.2020.03.05.02
    Abstract495)   HTML10)    PDF(pc) (637KB)(693)       Save
    The accuracy detection of the interface is not only the basis of the mechanics analysis, but also a powerful measure for the investigation of two-phase flow. Gas-liquid occurs widely in the energy, power, chemical engineering, petroleum and aviation, and there is an obvious topological and transient interface which is difficult to be detected accurately. The paper has summarized the interface detection technology and numerical simulation method.The decetion technology includes capacitance, conductivity, optical, ray, heat acoustic, nuclear magnetic resonance; the WMS, PT and PIV technologies are developed in recent years which enhance the precision of the interface detection; the numerical simulation includes PIC, MAC, ALE, VOF, Level Set, and so on. The methods are compared and analyzed with the advantages and boundedness, and some strategy and tendency are proposed, which may provide some references for the two-phase flow investigation.
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    STUDY ON THE SYNTHESIS AND POUR-POINT DEPRESSING PROPERTIES OF EVA GRAFT COPOLYMER
    GUO Shu-feng GUAN Zhong-yuan HU Xing-qi WU Li-juan
    西南石油大学学报(自然科学版)    2009, 31 (6): 143-147.   DOI: 10.3863/j.issn.1674-5086.2009.06.032
    Abstract864)      PDF(pc) (463KB)(1040)       Save
    On the basis of analyzing characteristics of Daqing crude oil and according to mechanism of PPD,the graft copolymer of EVA and octadecyl maleimide is synthesized.The graft copolymer has an optimal effect of pour point depressing for the Daqing crude oil when it is synthesized under the conditions that the mole ratio of EVA and octadecyl maleimide is 1∶20,mass fraction peroxidation benzoin formyl is 2.5%,polymerization time is 6h,and the polymerization temperature is 90℃.When 100mg/kg of the graft copolymer was added into Daqing crude oil,the pour point was reduced by 15℃.The infrared spectrograms of octadecylamine,maleic anhydride,octadecyl maleimide indicate that the reaction product of dodecylamine and maleic anhydride is dodecylmaleimide.The NMR spectral diagrams of EVA and its graft copolymers show that the reaction of EVA and dodecylmaleimide has taken place indeed,and the grafted percentage reaches to 6.7%.
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    MEASURING AND ANALYZING METHOD OF HIGH RESSURE PROPERTIES FOR NATURAL GAS
    GE Ping SUN Lei SUN Liang-tian et al
    西南石油大学学报(自然科学版)    1998, 20 (4): 26-29.   DOI: 10.3863/j.issn.1000-2634.1998.04.008
    Abstract1603)      PDF(pc) (330KB)(854)       Save
    As the discovery of natural gas reservoirs, it is more and more important to regulate the measuring method of highpressure properties for natural gas. For reservoir fluid analysis,there are two petroleum industrial standards, one is SY/T 5543 -92 for the sampling and recombination of condensate reservoir, and the other is SY/T 5542-92 for the mercury-free analysis for crude oil, but there is no corresponding method for natural gas, yet. This study establishes a set of analyzing methods for the high-pressure measurement and analysis of natural gas. It includes the operation procedure, measuring method and
    data analysis, as well as case study for natural gas analysis.
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    A Literature Review of Researches on Drillstring Vibration Suppression
    DONG Guangjian1*, CHEN Ping1, DENG Yuanzhou2, GUO Zhaoxue1
    西南石油大学学报(自然科学版)    2016, 38 (3): 121-134.   DOI: 10.11885/j.issn.1674-5086.2013.12.19.03
    Abstract369)   HTML    PDF(pc) (887KB)(1446)       Save

    Control of drill string vibration and shockis an important basis for track optimizing,wellbore design and precise
    control,optimization of drilling parameters,improving drilling speed and intelligent drilling. In deep water,ultra-deep water,
    deep well,ultra deep well,hard and brittle shale gas formations and gas drilling operations,cluster wells,directional wells
    and other special drilling technologies are employed,but these complex wells increases losses by vibration and shock. We
    systematically explained and compared the forms and methods of performance evaluation of the drill string vibration and shock
    and divided the drill string vibration and shock into passive control,active control and semi-active control. Based on a summarization
    and recent classification of critical control methods and the structure and principle of critical controlling equipments,
    we focused on the representative achievements and made a comparative analysis of the corresponding methodological characteristics,
    equipments and application range,which resulted in the procedures of drill string vibration and shock control and
    revealed the direction of future research.

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    Toe-to-Heel Air Injection New Method of EOR
    LI Wei-chao WU Xiao-dong LIU Ping
    西南石油大学学报(自然科学版)    2008, 30 (1): 78-80.   DOI: 10.3863/j.issn.1000-2634.2008.01.021
    Abstract1515)      PDF(pc) (622KB)(763)       Save
    Toe-To-Heel Air Injection (THAI) on the horizontal section of horizontal well is a effective technology to exploit heavy oil and enhance oil recovery.On the basis of existing research and successful application of this technology,the mechanism of THAI is studied;then,the differences between THAI and other technologies used in heavy oil exploitation are compared.Through the comparison,the advantages and the application ranges of THAI are presented.Comparing with traditional ISO technique which requires long distance displacing between vertical injector and producer,the displacing distance of THAI is very short with higher recovery.In addition,several factors influencing the application of THAI are analyzed,such as ignition temperature,gas injection intensity,injection pressure,well pattern and so on.
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    Advances of Enhanced Oil Recovery Method and Theory in Tight Reservoirs
    WEI Bing, LIU Jiang, ZHANG Xiang, PU Wanfen
    Journal of Southwest Petroleum University(Science & Technology Edition)    2021, 43 (1): 91-102.   DOI: 10.11885/j.issn.1674-5086.2020.03.10.01
    Abstract775)   HTML32)    PDF(pc) (865KB)(838)       Save
    The advancement of EOR methods in tight reservoirs in last ten years was comprehensively reviewed to promote the theoretical understanding. Moreover, the feasibility of these EOR methods was analyzed based on the mechanisms, and the technical issues and problems existing in lab scale and field scale investigations were presented. Finally, the research focus and development direction of tight reservoir EOR were prospected. After many years of exploration, a series of EOR methods, such as gas injection, chemical methods, smart water, solvent methods, and nanofluid, have been preliminarily formed for tight reservoirs. Among EOR methods, CO 2, natural gas and surfactant hold the most promising potential for application. There are wide gaps and even contradictory conclusions between core scale and field scale studies, which makes it impossible to precisely predict the performance. Therefore, the future researches should be focused on the key scientific questions, such as the interactions between injectants, formation fluids and formation, the multiscale seepage behaviors of oil, gas and water in complex fracture systems, and the mass exchange between tight matrix and fracture, to promote the development of EOR techniques in tight reservoir integrating informative technology.
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    Reservoir Classification and Evoluation by the Method of Chief Compo-nent Analysis
    Qiang Ping
    西南石油大学学报(自然科学版)    1997, 19 (1): 26-31.   DOI: 10.3863/j.issn.1000-2634.1997.01.005
    Abstract1039)      PDF(pc) (182KB)(1146)       Save
    There are many parameters of pore and throat structure from image and mercury injection analysis. The important parameters, which can uantitatively describe the characteristics of poresnd throat structure of section-Ⅱof jialinjiang group in estern sichuan, can be determined by chief component analysis. Reservoirs can be classified and evaluated by researching the relationship of these important parameters and the porosity and permeabibity.

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    A REVIEW AND NEW PROPOSAL OF SANDSTONE CLAS2 SIFICATION
    LEI Bian-jun QUE Hong-pei
    西南石油大学学报(自然科学版)    2002, 24 (5): 11-14.   DOI: 10.3863/j.issn.1000-2634.2002.05.004
    Abstract1399)      PDF(pc) (368KB)(797)       Save
    On the basis of studying foreign and domestic sandstone classification , this paper suggests a new , suitable sandstone classification. Firstly , according to the matrix content , sandstone is divided into two categories : the sandstone with matrix < 15 % is anenite ; matrix > 15 % is wacke. Three end members on the classification triangle chart are quart (Q) , feldspar
    (F) and rock debris (R) . Sandstone is divided into three classes. The andstone that has Q > 75 % is quart sandstone , which is Q < 75 % and F > R is feldspathic sandstone , which has Q< 75 % and R > F is lithic sandstone. Quart sandstone is divided into four types : pure quartzose < sandstone , quartzose sandstone , feldspar quartzite , and lithic quartzite. Feldspathic sandstone is divided into three types : arkoses , lithic arkoses , subarkose. Lithic sandstone is divided into three types : litharenite ,feldspar litharenite , sublitharenite.
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