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Reservoir fluid type identification method based on deep learning:A case study of the Chang 1 Formation in the Jiyuan oilfield of the Ordos basin,China
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作者 Wen-bo Li Xiao-ye Wang +4 位作者 Lei He Zhen-kai Zhang Zeng-lin Hong Ling-yi Liu Dong-tao Li 《China Geology》 2026年第1期60-74,共15页
With the efficient and intelligent development of computer-based big data processing,applying machine learning methods to the processing and interpretation of logging data in the field of geophysical well logging has ... With the efficient and intelligent development of computer-based big data processing,applying machine learning methods to the processing and interpretation of logging data in the field of geophysical well logging has broad potential for improving production efficiency.Currently,the Jiyuan Oilfield in the Ordos Basin relies mainly on manual reprocessing and interpretation of old well logging data to identify different fluid types in low-contrast reservoirs,guiding subsequent production work.This study uses well logging data from the Chang 1 reservoir,partitioning the dataset based on individual wells for model training and testing.A deep learning model for intelligent reservoir fluid identification was constructed by incorporating the focal loss function.Comparative validations with five other models,including logistic regression(LR),naive Bayes(NB),gradient boosting decision trees(GBDT),random forest(RF),and support vector machine(SVM),show that this model demonstrates superior identification performance and significantly improves the accuracy of identifying oil-bearing fluids.Mutual information analysis reveals the model's differential dependency on various logging parameters for reservoir fluid identification.This model provides important references and a basis for conducting regional studies and revisiting old wells,demonstrating practical value that can be widely applied. 展开更多
关键词 Low-contrast reservoirs fluid types Pore structure Clay content LR+NB+GBDT+RF+SVM model Machine learning Neural networks Loss functions Geophysical well logging Oil and gas reservoir prediction
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A set of Boussinesq-type equations for interfacial internal waves in two-layer stratified fluid 被引量:3
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作者 宋金宝 《Chinese Physics B》 SCIE EI CAS CSCD 2006年第12期2796-2803,共8页
Many new forms of Boussinesq-type equations have been developed to extend the range of applicability of the classical Boussinesq equations to deeper water in the Study of the surface waves. One approach was used by Nw... Many new forms of Boussinesq-type equations have been developed to extend the range of applicability of the classical Boussinesq equations to deeper water in the Study of the surface waves. One approach was used by Nwogu (1993. J. Wtrw. Port Coastal and Oc. Eng. 119, 618-638) to improve the linear dispersion characteristics of the classical Boussinesq equations by using the velocity at an arbitrary level as the velocity variable in derived equations and obtain a new form of Boussinesq-type equations, in which the dispersion property can be optimized by choosing the velocity variable at an adequate level. In this paper, a set of Boussinesq-type equations describing the motions of the interracial waves propagating alone the interface between two homogeneous incompressible and inviscid fluids of different densities with a free surface and a variable water depth were derived using a method similar to that used by Nwogu (1993. J. Wtrw. Port Coastal and Oc. Eng. 119, 618-638) for surface waves. The equations were expressed in terms of the displacements of free surface and density-interface, and the velocity vectors at arbitrary vertical locations in the upper layer and the lower layer (or depth-averaged velocity vector across each layer) of a two-layer fluid. As expected, the equations derived in the present work include as special cases those obtained by Nwogu (1993, J. Wtrw. Port Coastal and Oc. Eng. 119, 618-638) and Peregrine (1967, J. Fluid Mech. 27, 815-827) for surface waves when the density of the upper fluid is taken as zero. 展开更多
关键词 two-layer fluid interracial internal waves Boussinesq-type equations
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Analysis of Magnetic Resistive Flow of Generalized Brinkman Type Nanofluid Containing Carbon Nanotubes with Ramped Heating
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作者 Muhammad Saqib Ilyas Khan +2 位作者 Sharidan Shafie Ahmad Qushairi Mohamad El-Sayed M.Sherif 《Computers, Materials & Continua》 SCIE EI 2021年第4期1069-1084,共16页
In recent times,scientists and engineers have been most attracted to electrically conducted nanofluids due to their numerous applications in various fields of science and engineering.For example,they are used in cance... In recent times,scientists and engineers have been most attracted to electrically conducted nanofluids due to their numerous applications in various fields of science and engineering.For example,they are used in cancer treatment(hyperthermia),magnetic resonance imaging(MRI),drugdelivery,and magnetic refrigeration(MR).Bearing in mind the significance and importance of electrically conducted nanofluids,this article aims to study an electrically conducted water-based nanofluid containing carbon nanotubes(CNTs).CNTs are of two types,single-wall carbon nanotubes(SWCNTs)and multiple-wall carbon nanotubes(MWCNTs).The CNTs(SWCNTs and MWCNTs)have been dispersed in regular water as base fluid to form waterCNTs nanofluid.The Brinkman Type nanofluid model is developed in terms of time-fractional domain.The ramped heating and sinusoidal oscillations conditions have been taken at the boundary.The model has been solved for exact analytical solutions via the fractional Laplace transform method.The exact solutions have been graphically studied to explore the physics of various pertinent flow parameters on velocity and temperature fields.The empirical results reveal that the temperature and velocity fields decreased with increasing values of fractional parameters due to variation in thermal and momentum boundary layers.It is also indicated that the isothermal velocity and temperature are higher than ramped velocity and temperature. 展开更多
关键词 NANOfluid fractional derivatives Brinkman type fluid exact solutions
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Higher-order Boussinesq-type equations for interfacial waves in a two-fluid system 被引量:1
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作者 YANG Hongli YANG Liangui +1 位作者 SONG Jinbao Hou Yijun 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2009年第4期118-124,共7页
Interracial waves propagating along the interface between a three-dimensional two-fluid system with a rigid upper boundary and an uneven bottom are considered. There is a light fluid layer overlying a heavier one in t... Interracial waves propagating along the interface between a three-dimensional two-fluid system with a rigid upper boundary and an uneven bottom are considered. There is a light fluid layer overlying a heavier one in the system, and a small density difference exists between the two layers. A set of higher-order Boussinesq-type equations in terms of the depth-averaged velocities accounting for stronger nonlinearity are derived. When the small parameter measuring frequency dispersion keeping up to lower-order and full nonlinearity are considered, the equations include the Choi and Camassa's results (1999). The enhanced equations in terms of the depth-averaged velocities are obtained by applying the enhancement technique introduced by Madsen et al. (1991) and Schaffer and Madsen (1995a). It is noted that the equations derived from the present study include, as special cases, those obtained by Madsen and Schaffer (1998). By comparison with the dispersion relation of the linear Stokes waves, we found that the dispersion relation is more improved than Choi and Camassa's (1999) results, and the applicable scope of water depth is deeper. 展开更多
关键词 two-layer fluid interracial waves Boussinesq-type equations enhanced equations fully nonlinear
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Characteristics of Fluid Flow and Temperature Field of Twin-roll Steel Strip Casting with a Novel-type Delivery System 被引量:4
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作者 Jian-hong DONG Min CHEN Nan WANG 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2015年第10期885-891,共7页
A novel-type delivery system consisting of a special feeding device and delivery device was developed and applied to a φ600 mm× 1 000 mm twin-roll casting system for producing the steel strip of 2 mm in thicknes... A novel-type delivery system consisting of a special feeding device and delivery device was developed and applied to a φ600 mm× 1 000 mm twin-roll casting system for producing the steel strip of 2 mm in thickness, and the characteristics of fluid flow and temperature field in the casting pool were investigated by mathematical simulation. The results showed that the melt from the novel-type delivery system was distributed to the casting pool along the width direction smoothly and uniformly. At the casting speed of 80 m/min, the difference of minimum residence time (groin) and actual average residence time (tave) among different ports of the delivery device was less than 0.18 s and 0.26 s respectively, and the average amplitude of level fluctuation was 0.3 mm to 0.6 mm on the free surface of casting pool. In addition, the difference of temperature on the free surface of the pool was below 20 K and the difference across the width direction of roll in different pool depths was less than 13 K, which indicates that the uniformity of temperature distribution was obtained in the casting pool to maintain the casting process and the defect-free steel strip can also be obtained. 展开更多
关键词 twin-roll strip casting novel-type delivery system fluid flow temperature field mathematical simulation
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ORE FLUID GEOCHEMISTRY OF THE JINLONGSHAN CARLIN-TYPE GOLD ORE BELT IN SHAANXI PROVINCE, CHINA 被引量:9
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作者 张静 陈衍景 +1 位作者 张复新 李超 《Chinese Journal Of Geochemistry》 EI CAS 2006年第1期23-32,共10页
The Jinlongshan gold ore belt in southern Shaanxi Province contains a number of Carlin-type gold deposits in the Qinling collisional orogenic belt. Their fluid inclusions are of the Na-Cl- type. From the main metallog... The Jinlongshan gold ore belt in southern Shaanxi Province contains a number of Carlin-type gold deposits in the Qinling collisional orogenic belt. Their fluid inclusions are of the Na-Cl- type. From the main metallogenic stage to later stages, the total quantity of anions and cations, temperature and deoxidation parameter (R) for fluid inclusions all gradually decreased, suggesting the gradual intensification of fluid oxidation, the reduction of metallogenic depth and the input of meteoric water and organic components. The deposits were formed during crustal uplifting and hence had similar tectonic settings to orogenic gold deposits. The CO-2 contents and CO-2/H-2O values of the ore fluid increased from early to late stages, and the wall-rock alteration is represented by decarbonation, which is inconsistent with the characteristics of orogenic gold deposits. It is also discovered that Na, K, SO{2-}-4, Cl- and the total amounts of anions and cations in the inclusions in quartz are higher than those in the coexisting calcite. The H, O and C isotope ratios indicate that the ore fluid was sourced from meteoric water and metamorphic devolatilisation of the sedimentary rocks that host the ores. The high background {δ{}{18}O} and {δ{}{13}C} values of wall rocks resulted in high {δ{}{18}O} and {δ{}{13}C} values of ore fluid and also high {δ{}{18}O} and {δ{}{13}C} values of hydrothermal minerals such as quartz and carbonate. The carbon in ore fluid stemmed largely from the hosting strata. The {δ{}{18}O} and {δ{}{13}C} values of Fe-calcite and the δD values of fluid inclusions are lower than those of calcite and quartz. In terms of the theory of coordination chemistry, all these differences can be ascribed to water-rock interaction in the same fluid system, instead, to the multi-source of ore fluid. 展开更多
关键词 矿带 流动性 同位素
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Origin of Ore-Forming Fluids of Mississippi Valley-Type (MVT) Pb-Zn Deposits in Kangdian Area, China 被引量:7
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作者 王奖臻 李泽琴 倪师军 《Chinese Journal Of Geochemistry》 EI CAS 2003年第4期369-376,共8页
Analyses of fluid\|inclusion leachates from ore deposits show that Na/Br ratios are within the range of 75-358 and Cl/Br 67-394, respectively, and this variation trend coincides with the seawater evaporation trajector... Analyses of fluid\|inclusion leachates from ore deposits show that Na/Br ratios are within the range of 75-358 and Cl/Br 67-394, respectively, and this variation trend coincides with the seawater evaporation trajectory on the basis of the Na/Br and Cl/Br ratios. The average Cl/Br and Na/Br ratios of mineralizing fluids are 185 and 173 respectively, which are very close to the ratios (120 and 233) of the residual evaporated seawater past the point of halite precipitation. It is suggested that the original mineralizing brine was derived from highly evaporated seawater with a high salinity. However, the inclusion fluids have absolute Na values of \{69.9\}-\{2606.2\} mmol kg\+\{-1\} and Cl values of \{106.7\}-\{1995.5\} mmol kg\+\{-1\}. Most of the values are much less than those of seawater: Na, 485 mmol kg\+\{-1\} and Cl, 566 mmol kg\+\{-1\}, respectively; the salinity measured from fluid inclusions of the deposits ranges from \{2.47 wt%\} to \{15.78 wt%\} NaCl equiv. The mineralizing brine has been diluted. The \{δ\{\}\+\{18\}O\} and δD values of ore\|forming fluids vary from \{-8.21‰\} to \{9.51‰\} and from \{-40.3‰\} to \{-94.3‰\}, respectively. The δD values of meteoric water in this region varied from \{-80‰\} to \{-100‰\} during the Jurassic. This evidenced that the ore\|forming fluids are the mixture of seawater and meteoric water. Highly evaporated seawater was responsible for leaching and extracting Pb, Zn and Fe, and mixed with and diluted by descending meteoric water, which resulted in the formation of ores. 展开更多
关键词 MISSISSIPPI Valley-type PB-ZN deposit ORE fluid Kangdian area Cl-Br-Na SYSTEMATICS
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Bianchi Type-V Cosmological Models for Perfect Fluid with Time-Varying Gravitational and Cosmological Constant
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作者 Mohammed Aman Ullah Mohammad Amjad Hossain Mohammad Moksud Alam 《Journal of Applied Mathematics and Physics》 2017年第11期2283-2290,共8页
Einstein’s field equations with variable gravitational and cosmological constants are considered in presence of perfect fluid for locally-rotationally-symmetric (LRS) Bianchi type-V space-time discussion in context o... Einstein’s field equations with variable gravitational and cosmological constants are considered in presence of perfect fluid for locally-rotationally-symmetric (LRS) Bianchi type-V space-time discussion in context of the particle creation. We present new shear free solutions for both absence and presence of particle creation. The solution describes the particle and entropy generation in the anisotropic cosmological models. We observe that time variation of gravitational and cosmological constant is needed for particle creation phenomena. Moreover, we obtained the particle production rate Γ(t) for this model and discussed in detail. 展开更多
关键词 LRS Bianchi type-V Perfect fluid GRAVITATIONAL CONSTANT COSMOLOGICAL CONSTANT Particle Creation
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Trace Elements in Fluid Inclusions in the Carlin-Type Gold Deposits, Southwestern Guizhou Province
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作者 苏文超 胡瑞忠 +1 位作者 漆亮 方维萱 《Chinese Journal Of Geochemistry》 EI CAS 2001年第3期233-239,共7页
Fluid inclusions in quartz from the Lannigou and Yata Carlin\|type gold deposits in southwestern Guizhou were analyzed by inductively coupled plasma\|mass spectrometry for their trace elements (Co, Ni, Cu, Pb, Zn, Pt,... Fluid inclusions in quartz from the Lannigou and Yata Carlin\|type gold deposits in southwestern Guizhou were analyzed by inductively coupled plasma\|mass spectrometry for their trace elements (Co, Ni, Cu, Pb, Zn, Pt, etc.). The results show that quartz fluid inclusions entrapped at different ore\|forming stages contain higher Co, Ni, Cu, Pb and Zn. It has been found for the first time that the ore\|forming fluids responsible for the Carlin\|type gold deposits are rich in Pt. From this it can be concluded that basic volcanic rocks seem to be one of the important sources of ore\|forming materials for the Carlin\|type gold deposits. 展开更多
关键词 示踪元素 ICP-MS 金矿床 贵州 成矿流体
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Ore-forming fluid characteristics and genesis of vein-type lead-zinc mineralization of Xiaohongshilazi deposit,Jilin Province, China
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作者 LI Yong REN Yunsheng +1 位作者 HAO Yujie YANG Qun 《Global Geology》 2017年第4期191-199,共9页
The Xiaohongshilazi mineral deposit in Jilin Province,China,is located in the accretion zone in the northern margin of the North China Block. The deposit contains two types of ore bodies: layered Pb-Zn ore bodies in v... The Xiaohongshilazi mineral deposit in Jilin Province,China,is located in the accretion zone in the northern margin of the North China Block. The deposit contains two types of ore bodies: layered Pb-Zn ore bodies in volcanic rock and vein-hosted Pb-Zn ore bodies controlled by fractures. The vein Pb-Zn ore bodies are strictly controlled by tectonic fracture zones trending in S-N direction,which comprise sulfide veins or sulfidebearing quartz veins distributed along faults or structural fissures. The ores mainly appear mesh-vein and vein structures,and also show solid-solution separation and metasomatic textures. The metal minerals are mainly sphalerite,galena,and pyrite,etc. Wall-rock alteration includes mainly sericitization,chloritization,silicification and carbonatization,etc. Microscope observations and Raman spectroscopy analyses indicate that the oreforming fluid of the vein Pb-Zn ore bodies was mainly magmatic water with low temperature,low salinity,and a shallow depth of metallogenesis( ~ 1.5 km). Sulfur and lead isotope analyses indicate that the sulfide source is mainly formation sulfur or biogenic sulfur,which is similar to the sulfur source of hydrothermal deposit( negative( δ^(34) S values),while the main Pb source was the upper crust with some mantle input. This article argues that the vein Pb-Zn ore body of the Xiaohongshilazi deposit is a low-to medium-temperature hydrothermal vein type related to the formation of a shallow magma chamber. 展开更多
关键词 ore-forming fluid CHARACTERISTICS ore GENESIS hydrothermal VEIN type Xiaohongshilazi Pb-Zn DEPOSIT Jilin Province
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GEOLOGICAL AND GEOCHEMICAL FEATURES AND GENESIS BY FLUID CONVECTION FOR PERMIAN Cu-BEARING Cu-Ag TYPE DEPOSITS AT THE SOUTHWESTERN EDGE OF THE SICHUAN BASIN
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作者 Tan Kaixuan Gong Gelian Gong Wen jun and Li Xiaoming (Changsha Institute of Geotectonica, Academia Sinica, Changsha 410013, China) 《Geotectonica et Metallogenia》 1999年第2期143-154,共12页
Kupferschiefer type Cu-Ag deposits occur in the Upper Permian Xuanwei Formation in the Leshan-Muchuan region at the southwestern edge of the Sichuan Basin. Evidences from geology, major element, REE and thermolurnines... Kupferschiefer type Cu-Ag deposits occur in the Upper Permian Xuanwei Formation in the Leshan-Muchuan region at the southwestern edge of the Sichuan Basin. Evidences from geology, major element, REE and thermolurninescence analyses suggest that these Kupferschiefer type CuAg deposits were formed during diagenesis and the ore-forming fluids were derived frorn the underlying basalt. Fluid dynamic analyses show that the ore-forming fluids migrated in a unicellular convection, fluids migrated through the basalt, leaching Cu and Ag frorn basalt and forming orebearing solutions, up the western basement highs, moved laterally along the Xuanwei Formation toward the basin centers, presumably to sink back down into the basalt, completing a convection cycle which was about 15 km long, 300 m high and subhorizontal. Further analysis and calculation suggest that there are good geological, tectonic and fluid-dynamic conditions to form middle-scale Cu and giant Ag Kupferschiefer type deposits, but superlarge deposits are unlikely to be formed in this region. 展开更多
关键词 Kupferschiefer type CU-AG DEPOSITS fluid CONVECTION flow ore-forming dynamics PERMIAN system southwestern EDGE of the Sichuan Basin
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Numerical simulation of(T_2,T_1) 2D NMR and fluid responses 被引量:1
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作者 谭茂金 邹友龙 +1 位作者 张晋言 赵昕 《Applied Geophysics》 SCIE CSCD 2012年第4期401-413,495,共14页
One-dimensional nuclear magnetic resonance (1D NMR) logging technology is limited for fluid typing, while two-dimensional nuclear magnetic resonance (2D NMR) logging can provide more parameters including longitudi... One-dimensional nuclear magnetic resonance (1D NMR) logging technology is limited for fluid typing, while two-dimensional nuclear magnetic resonance (2D NMR) logging can provide more parameters including longitudinal relaxation time (71) and transverse relaxation time (T2) relative to fluid types in porous media. Based on the 2D NMR relaxation mechanism in a gradient magnetic field, echo train simulation and 2D NMR inversion are discussed in detail. For 2D NMR inversion, a hybrid inversion method is proposed based on the damping least squares method (LSQR) and an improved truncated singular value decomposition (TSVD) algorithm. A series of spin echoes are first simulated with multiple waiting times (Tws) in a gradient magnetic field for given fluid models and these synthesized echo trains are inverted by the hybrid method. The inversion results are consistent with given models. Moreover, the numerical simulation of various fluid models such as the gas-water, light oil-water, and vicious oil-water models were carried out with different echo spacings (TEs) and Tws by this hybrid method. Finally, the influences of different signal-to-noise ratios (SNRs) on inversion results in various fluid models are studied. The numerical simulations show that the hybrid method and optimized observation parameters are applicable to fluid typing of gas-water and oil-water models. 展开更多
关键词 Two-dimensional NMR (2D-NMR) logging hybrid inversion method transverserelaxation time (T2) longitudinal relaxation time (T1) fluid typing
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Feasibility of Intermediate Fluid Vaporizer with Spiral Wound Tubes 被引量:4
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作者 Liu Fengxia Dai Yuqiang +4 位作者 Wei Wei Zou Jiupeng Zhu Che Dong Chao Hu Dapeng 《China Petroleum Processing & Petrochemical Technology》 SCIE CAS 2013年第1期73-77,共5页
A novel intermediate fluid vaporization (IFV) technology for LNG re-gasification process with spiral-wound heat exchanging tubes is proposed. The new IFV project combines the advantage of running the shell and tube he... A novel intermediate fluid vaporization (IFV) technology for LNG re-gasification process with spiral-wound heat exchanging tubes is proposed. The new IFV project combines the advantage of running the shell and tube heat exchangers at high pressure with the advantage of compact space of heat exchangers. Thermal analysis on the two processes of forced convection and vaporization type heat transfer in the spiral wound tubes and vapor condensation /re-boiling type of heat transfer via intermediate fluid in shell side shows the feasibility of this promising technology. 展开更多
关键词 spiral-wound heat exchanger intermediate fluid type vaporizer LNG vaporizer
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Simultaneous Waveform Inverse Modelling for Litho-Fluid Prediction in an Old Marginal, “Agbbo”Field, Onshore Niger Delta, Nigeria
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作者 Charles Chibueze Ugbor Peter Ogobi Odong Chukwuemeka Austine Okonkwo 《Journal of Geoscience and Environment Protection》 2024年第5期40-59,共20页
Simultaneous waveform inversion was used to predict lithofacies and fluid type across the field. Very often, characterizing reservoirs in terms of lithology and fluid type using conventional methods is replete with un... Simultaneous waveform inversion was used to predict lithofacies and fluid type across the field. Very often, characterizing reservoirs in terms of lithology and fluid type using conventional methods is replete with uncertainties, especially in marginal fields. An approach is employed in this study that integrated rock physics and waveform inverse modelling for lithology and fluid-type characterization to appropriately identify potential hydrocarbon saturated zones and their corresponding lithology. Seismic and well-log data were analyzed using Hampson Russel software. The method adopted includes lithofacies and fluid content analysis using rock physics parameters and seismic simultaneous inverse modelling. Rock physics analysis identified 2 broad reservoirs namely: HDZ1 and HDZ2 reservoirs. Results from the inverse modelling showed that low values of acoustic impedance from 19,743 to 20,487 (ft/s)(g/cc) reflect hydrocarbon-bearing reservoirs while medium to high values shows brine and shale respectively, with brine zone ranging from 20,487 to 22,531 (ft/s)(g/cc) and shale above 22,531 (ft/s)(g/cc). Two lithofacies were identified from inversion analysis of Vp/Vs and Mu-Rho, namely: sand and shale with VpVs 1.95 values respectively. Mu-Rho > 12.29 (GPa)(g/cc) and <12.29 (GPa) (g/cc) represent sand and shale respectively. From 3D volume, it was observed that a high accumulation of hydrocarbon was observed to be saturated at the north to the eastern part of the field forming a meandering channel. Sands were mainly distributed around the northeastern to the southwestern part of the field, that tends to be away from Well 029. This was also validated by the volume of rigidity modulus (Mu-Rho) showing high values indicating sands fall within the northeastern part of the field. 展开更多
关键词 Simultaneous Waveform Inversion Lithofacies fluid type Rock Physics HYDROCARBON Acoustic Impedance Mu-Rho Reservoir
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油基钻井液用多元类结构环保乳化剂
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作者 程丙方 王承俊 +3 位作者 卜凡康 鲍伶函 王重重 相鹏 《钻井液与完井液》 北大核心 2026年第2期188-193,共6页
采用含有环保脂酯类衍生物环氧脂肪酸酯为原材料与多胺反应形成具有双子表面活性剂结构的主乳化剂,再以主乳化剂为原材料,通过部分磺化形成具有类似结构的油基钻井液用多元类结构环保乳化剂。通过红外与质谱表征确定了乳化剂分子结构,... 采用含有环保脂酯类衍生物环氧脂肪酸酯为原材料与多胺反应形成具有双子表面活性剂结构的主乳化剂,再以主乳化剂为原材料,通过部分磺化形成具有类似结构的油基钻井液用多元类结构环保乳化剂。通过红外与质谱表征确定了乳化剂分子结构,抗温能够达到180℃,破乳电压达到900 V以上,乳化率超过90%。能够适应低油水比油基钻井液环境,适应不同基础油配制的不同密度钻井液体系。具有优异的生物可降解能力。建立了一种乳滴微观形貌的评价方法来判断乳化剂形成乳滴的稳定性,确定了乳化剂加量高的条件下可以改善油包水乳滴的均匀性与高温稳定性。 展开更多
关键词 油基钻井液 乳化剂 脂肪酸酯 类结构
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刮板结构对分子蒸馏流场分布影响的数值模拟
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作者 刘姝玉 苏翔 +3 位作者 韩策 席有伟 吴潇 宋一鸣 《化学反应工程与工艺》 2026年第1期36-45,共10页
阐明刮板局部结构与转速对液膜/头波流动与更新行为的耦合影响,对刮板式分子蒸馏器的优化设计与操作至关重要。建立刮板式分子蒸馏器三维模型,采用VOF多相流模型并结合RNG k-ɛ湍流模型开展计算流体力学(CFD)瞬态数值模拟,以液相体积分... 阐明刮板局部结构与转速对液膜/头波流动与更新行为的耦合影响,对刮板式分子蒸馏器的优化设计与操作至关重要。建立刮板式分子蒸馏器三维模型,采用VOF多相流模型并结合RNG k-ɛ湍流模型开展计算流体力学(CFD)瞬态数值模拟,以液相体积分数、径向/轴向平均速度及湍动特征表征流场分布与成膜状态。结果表明:刮板夹角增大将增强径向作用,并使液体更贴附刮板表面,液膜铺展受限;夹角过小则机械推动与更新不足,不利于液膜持续更新。刮板宽度由2.0 mm增至8.0 mm时,接触面积与动量传递增强,径向铺展与轴向更新得到改善;当宽度继续增大(>8.0 mm)时,阻力显著增加,导致流动强度下降。提高转速可强化离心作用,促进均匀成膜与物料蒸发,但转速过高易诱发飞溅并造成膜厚不均。在本工作研究的结构与工况范围内,综合液膜均匀性、头波稳定性与流动强度,推荐刮板夹角为45°、刮板宽度为8.0 mm、转速为150 r/min。这一结果为刮板结构设计与操作参数确定提供理论依据。 展开更多
关键词 刮板式分子蒸馏器 计算流体力学 数值模拟 湍动 流场
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水泥SCR耙式吹灰器CFD仿真与试验研究
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作者 王昶 陈建军 +4 位作者 尹成 白文文 任凯 任轩 郭孟柯 《安全与环境学报》 北大核心 2026年第2期747-755,共9页
采用计算流体动力学(Computational Fluid Dynamics,CFD)对比分析了水泥行业选择性催化剂还原(Selective Catalytic Reduction,SCR)技术中耙式吹灰器的喷嘴型式、阀后压力、喷嘴孔径及喷嘴安装高度4项参数对吹灰效果的影响。结果显示:... 采用计算流体动力学(Computational Fluid Dynamics,CFD)对比分析了水泥行业选择性催化剂还原(Selective Catalytic Reduction,SCR)技术中耙式吹灰器的喷嘴型式、阀后压力、喷嘴孔径及喷嘴安装高度4项参数对吹灰效果的影响。结果显示:在同等条件下,文丘里喷嘴的吹灰效果优于小孔喷嘴;耙式吹灰器吹灰效果与阀后压力呈正相关,当喷嘴孔径为3 mm,安装高度为230 mm时,阀后压力不宜低于0.55 MPa,但阀后压力不可无限制增加;吹灰效果随耙式吹灰器喷嘴孔径的增大而提升,在考虑耗气量的同时,最优喷嘴为3.5 mm。此外,吹灰效果随安装高度的增加而减弱,当安装高度在230~250 mm时,催化剂表面最大动压在1500~1750 Pa,具有良好的吹灰力度。依据模拟结果,研究采取上述最优参数进行吹灰试验,获得了良好的吹灰效果。基于模拟及试验结果,对浙江某水泥企业SCR项目耙式吹灰器进行改造,有效解决了该项目催化剂堵塞及磨损问题,且运行阻力稳定,可为同类工况下耙式吹灰器的设计与选型提供技术支撑。 展开更多
关键词 环境工程学 计算流体动力学 耙式吹灰器 喷嘴型式 阀后压力 喷嘴孔径 安装高度
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基于SAPSO-T2FNN算法的催化再生烟气NOx浓度预测方法
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作者 卢薇 杨文玉 张树才 《安全、健康和环境》 2026年第3期40-49,共10页
催化再生烟气氮氧化物浓度的实时准确预测是催化裂化装置脱硝过程实现脱硝剂精准调控的前提,对解决出口烟气超标风险问题具有重要意义。为此,提出了一种基于自调整粒子群优化-二型模糊神经网络(self-adjusting particle swarm optimizat... 催化再生烟气氮氧化物浓度的实时准确预测是催化裂化装置脱硝过程实现脱硝剂精准调控的前提,对解决出口烟气超标风险问题具有重要意义。为此,提出了一种基于自调整粒子群优化-二型模糊神经网络(self-adjusting particle swarm optimization-Type-2 fuzzy neural network algorithm, SAPSO-T2FNN)算法的催化再生过程中的烟气NOx排放浓度的智能预测方法。首先,利用径向基神经网络算法实现对缺失数据段的补遗,弥补了不同参量之间数据尺度不匹配的缺点;其次,构建了基于T2FNN的氮氧化物预测模型,提取了催化再生过程中的烟气产排过程中的动态特性;然后,设计了一种基于自调整飞行参数的SAPSO算法对模型进行优化求解,动态调整粒子的惯性权重和学习因子,提高了算法的收敛速度和精度;最后,将该模型应用到实际的催化裂化烟气产排过程,验证了该方法的有效性。 展开更多
关键词 氮氧化物 智能预测 催化裂化 二型模糊神经网络 粒子群优化算法
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Quartz-Hosted Fluid Inclusions Characteristics and Their Implications for Fluvial Deposits along the Changjiang River 被引量:1
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作者 Zhenqiang Ji Chendong Ge +1 位作者 Mengyang Zhou Nan Zhang 《Journal of Earth Science》 SCIE CAS CSCD 2020年第3期571-581,共11页
The characteristics of quartz-hosted fluid inclusions in fluvial sediments from five locations in the upstream,midstream,and estuary of the Changjiang River,China,are analyzed.The sources of sediments are discussed co... The characteristics of quartz-hosted fluid inclusions in fluvial sediments from five locations in the upstream,midstream,and estuary of the Changjiang River,China,are analyzed.The sources of sediments are discussed concerning their differences in the shape,size,number,gas percentage and genetic type of quartz-hosted fluid inclusions.From upstream to downstream,the characteristics of quartz-hosted fluid inclusions in sediments are different.The fluid inclusion types in the samples from upstream to estuary are gradually enriched.The sediment influx from the tributaries of the Changjiang River makes new types of quartz-hosted fluid inclusions in the downstream and estuary.In terms of the number and size,most quartz-hosted fluid inclusions are concentrated in the range of 2-4μm in diameters and 10-150 in number per 10^-3 mm^3.The number and size ranges of the fluid inclusions from different positions are also different.The fluid inclusions in the sample collected from the Shigu,upstream of the Changjiang River,are 2-18μm in size,with the number of 2-166 per 10^-3 mm^3.Among the samples collected from Yibin,Yichang and Wuhan,the sizes of fluid inclusions are 2-15,2-10,2-12μm,with the number of 1-270,2-220,and 1^-308 per 10^-3 mm^3,respectively.The proportion of primary fluid inclusions in the sample of the upstream(14%)is higher than that of the midstream(6%-8%)and the estuary(5%),suggesting that different types of source rocks have been input into the river by the tributaries.The characteristics of quartz-hosted fluid inclusions in the fluvial sediments could offer a new perspective for exploration of the source of sediments. 展开更多
关键词 quartz-hosted fluid inclusions morphological characteristics fluid inclusion types source of fluvial sediments Changjiang River
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南岭中段板角沅石英脉型锡矿床成矿流体演化及成矿机制
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作者 李兴斯 何前 +1 位作者 安邦 张遵遵 《华南地质》 2026年第1期65-81,共17页
板角沅锡矿床位于南岭成矿带中段,是一处具有大型规模前景的石英脉型锡矿床。其成矿过程可划分为三个阶段:云英岩阶段(Ⅰ)、锡石-石英阶段(Ⅱ)、无矿石英阶段(Ⅲ),其中第Ⅱ阶段为主成矿阶段。对各成矿阶段的石英开展流体包裹体岩相学观... 板角沅锡矿床位于南岭成矿带中段,是一处具有大型规模前景的石英脉型锡矿床。其成矿过程可划分为三个阶段:云英岩阶段(Ⅰ)、锡石-石英阶段(Ⅱ)、无矿石英阶段(Ⅲ),其中第Ⅱ阶段为主成矿阶段。对各成矿阶段的石英开展流体包裹体岩相学观察、显微测温与激光拉曼分析,结果表明:第Ⅰ阶段石英包裹体均一温度为210~333℃(平均255℃),盐度为3.39~7.86wt.%NaCl_(eqv).;第Ⅱ阶段石英包裹体均一温度为190~288℃(平均225℃),盐度为2.23~6.87 wt.%NaCl_(eqv).;第Ⅲ阶段石英包裹体均一温度为140~230℃(平均174℃),盐度为0.35~5.40 wt.%NaCl_(eqv).。从早期到晚期,成矿流体温度和盐度逐渐降低,为中温、低盐度的NaCl-H_(2)O±CH_(4)±CO_(2)±N_(2)体系。LA-ICP-MS原位分析结果显示,锡石中富集In、Nb、Ta、W等高温不相容元素,Nb/Ta比值为0.34~20.97(平均值5.91),Zr/Hf比值为8.8~23.5(平均值16.8),锡石生长环带中Mn、Th、Ta等元素的含量变化较大,揭示其结晶过程中物理化学条件的周期性波动。结合流体演化规律,认为深部岩浆房多期次分异出溶的成矿流体脉动式注入,叠加流体混合与冷却降温,共同导致了锡石沉淀。 展开更多
关键词 石英脉型锡矿 流体包裹体 锡石LA-ICP-MS面扫 板角沅 南岭成矿带
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