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Spatial-temporal coupling between high-quality source rocks and reservoirs for tight sandstone oil and gas accumulations in the Songliao Basin,China 被引量:7
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作者 Laixing Cai Guolin Xiao +2 位作者 Shuangfang Lu Jiao Wang Zhiqiang Wu 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2019年第3期387-397,共11页
The spatial-temporal relationship between high-quality source rocks and reservoirs is a key factor when evaluating the formation,occurrence,and prospectivity of tight oil and gas reservoirs.In this study,we analyze th... The spatial-temporal relationship between high-quality source rocks and reservoirs is a key factor when evaluating the formation,occurrence,and prospectivity of tight oil and gas reservoirs.In this study,we analyze the fundamental oil and gas accumulation processes occurring in the Songliao Basin,contrasting tight oil sand reservoirs in the south with tight gas sand reservoirs in the north.This is done using geochemical data,constant-rate and conventional mercury injection experiments,and fluid inclusion analyses.Our results demonstrate that as far as fluid mobility is concerned,the expulsion center coincides with the overpressure zone,and its boundary limits the occurrence of tight oil and gas accumulations.In addition,the lower permeability limit of high-quality reservoirs,controlled by pore-throat structures,is 0.1×10^-3μm^2 in the fourth member of the Lower Cretaceous Quantou Formation(K1q^4)in the southern Songliao Basin,and 0.05×10^-3μm^2 in the Lower Cretaceous Shahezi Formation(K1sh)in the northern Songliao Basin.Furthermore,the results indicate that the formation of tight oil and gas reservoirs requires the densification of reservoirs prior to the main phase of hydrocarbon expulsion from the source rocks.Reservoir“sweet spots”develop at the intersection of high-quality source rocks(with high pore pressure)and reservoirs(with high permeability). 展开更多
关键词 Spatial-temporal coupling High-quality source rock High-quality sandstone tight sandstone reservoir Songliao Basin
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Indoor positioning based on tightly coupling of PDR and one single Wi-Fi FTM AP 被引量:4
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作者 Yuan Wu Ruizhi Chen +3 位作者 Wenju Fu Wei Li Haitao Zhou Guangyi Guo 《Geo-Spatial Information Science》 SCIE EI CSCD 2023年第3期480-495,共16页
The indoor positioning system is now an important technique as part of the Internet-of-Things(IoT)ecosystem.Among indoor positioning techniques,multiple Wi-Fi Access Points(APs)-based positioning systems have been res... The indoor positioning system is now an important technique as part of the Internet-of-Things(IoT)ecosystem.Among indoor positioning techniques,multiple Wi-Fi Access Points(APs)-based positioning systems have been researched a lot.There is a lack of research focusing on the scene where only one Wi-Fi AP is available.This work proposes a hybrid indoor positioning system that takes advantage of the Fine-Timing Measurements(FTM)technique that is part of the IEEE 802.11mc standard,introduced back in 2016.The system uses one single Wi-Fi FTM AP and takes advantage of the built-in inertial sensors of the smartphone to estimate the device’s position.We explore both Loosely Coupled(LC)and Tightly Coupled(TC)integration schemes for the sensors’data fusion.Experimental results show that the proposed methods can achieve an average positioning accuracy of about 1 m without knowing the initial position.Compared with the LC integration method,the median error accuracy of the proposed TC fusion algorithm has improved by more than 52%and 67%,respectively,in the two experiments we set up. 展开更多
关键词 Indoor positioning Wi-Fi Fine Time Measurement(FTM)/Round Trip Time(RTT) tightly coupled(TC)integration Pedestrian Dead Reckoning(PDR) Extended Kalman Filter(EKF)
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GPS/BDS/INS tightly coupled integration accuracy improvement using an improved adaptive interacting multiple model with classified measurement update 被引量:19
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作者 Houzeng HAN Jian WANG Mingyi DU 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2018年第3期556-566,共11页
An Extended Kalman Filter(EKF) is commonly used to fuse raw Global Navigation Satellite System(GNSS) measurements and Inertial Navigation System(INS) derived measurements. However, the Conventional EKF(CEKF) s... An Extended Kalman Filter(EKF) is commonly used to fuse raw Global Navigation Satellite System(GNSS) measurements and Inertial Navigation System(INS) derived measurements. However, the Conventional EKF(CEKF) suffers the problem for which the uncertainty of the statistical properties to dynamic and measurement models will degrade the performance.In this research, an Adaptive Interacting Multiple Model(AIMM) filter is developed to enhance performance. The soft-switching property of Interacting Multiple Model(IMM) algorithm allows the adaptation between two levels of process noise, namely lower and upper bounds of the process noise. In particular, the Sage adaptive filtering is applied to adapt the measurement covariance on line. In addition, a classified measurement update strategy is utilized, which updates the pseudorange and Doppler observations sequentially. A field experiment was conducted to validate the proposed algorithm, the pseudorange and Doppler observations from Global Positioning System(GPS) and Bei Dou Navigation Satellite System(BDS) were post-processed in differential mode.The results indicate that decimeter-level positioning accuracy is achievable with AIMM for GPS/INS and GPS/BDS/INS configurations, and the position accuracy is improved by 35.8%, 34.3% and 33.9% for north, east and height components, respectively, compared to the CEKF counterpartfor GPS/BDS/INS. Degraded performance for BDS/INS is obtained due to the lower precision of BDS pseudorange observations. 展开更多
关键词 Adaptive filtering BeiDou navigation satellite system (BDS) Classified measurement update Global positioning system (GPS) Inertial navigation system (INS) Interacting multiple model tightly coupled
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Integration of Multi-Constellation GNSS Precise Point Positioning and MEMS-Based Inertial Systems Using Tightly Coupled Mechanization 被引量:23
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作者 Mahmoud Abd Rabbou Ahmed El-Rabbany 《Positioning》 2015年第4期81-95,共15页
We develop a new integrated navigation system, which integrates multi-constellations GNSS precise point positioning (PPP), including GPS, GLONASS and Galileo, with low-cost micro-electro-mechanical sensor (MEMS) inert... We develop a new integrated navigation system, which integrates multi-constellations GNSS precise point positioning (PPP), including GPS, GLONASS and Galileo, with low-cost micro-electro-mechanical sensor (MEMS) inertial system, for precise positioning applications. To integrate GNSS and the MEMS-based inertial system, the process and measurement models are developed. Tightly coupled mechanism is adopted, which is carried out in the GNSS raw measurements domain. Both un-differenced and between-satellite single-difference (BSSD) ionosphere-free linear combinations of pseudorange and carrier phase GNSS measurements are processed. Rigorous models are employed to correct GNSS errors and biases. The GNSS inter-system biases are considered as additional unknowns in the integrated error state vector. The developed stochastic model for inertial sensors errors and biases are defined based on first order Gaussian Markov process. Extended Kalman filter is developed to integrate GNSS and inertial measurements and estimate inertial measurements biases and errors. Two field experiments are executed, which represent different real-world scenarios in land-based navigation. The data are processed by using our developed Ryerson PPP GNSS/MEMS software. The results indicate that the proposed integrated system achieves decimeter to centimeter level positioning accuracy when the measurement updates from GNSS are available. During complete GNSS outages the developed integrated system continues to achieve decimeter level accuracy for up to 30 seconds while it achieves meter-level accuracy when a 60-second outage is introduced. 展开更多
关键词 GNSS GPS GALILEO GLONASS MEMS PPP tightly coupled
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Fully coupled fluid-solid productivity numerical simulation of multistage fractured horizontal well in tight oil reservoirs 被引量:4
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作者 ZHANG Dongxu ZHANG Liehui +1 位作者 TANG Huiying ZHAO Yulong 《Petroleum Exploration and Development》 CSCD 2022年第2期382-393,共12页
A mathematical model, fully coupling multiple porous media deformation and fluid flow, was established based on the elastic theory of porous media and fluid-solid coupling mechanism in tight oil reservoirs. The finite... A mathematical model, fully coupling multiple porous media deformation and fluid flow, was established based on the elastic theory of porous media and fluid-solid coupling mechanism in tight oil reservoirs. The finite element method was used to determine the numerical solution and the accuracy of the model was verified. On this basis, the model was used to simulate productivity of multistage fractured horizontal wells in tight oil reservoirs. The results show that during the production of tight oil wells, the reservoir region close to artificial fractures deteriorated in physical properties significantly, e.g. the aperture and conductivity of artificial fractures dropped by 52.12% and 89.02% respectively. The simulations of 3000-day production of a horizontal well in tight oil reservoir showed that the predicted productivity by the uncoupled model had an error of 38.30% from that by the fully-coupled model. Apparently, ignoring the influence of fluid-solid interaction effect led to serious deviations of the productivity prediction results. The productivity of horizontal well in tight oil reservoir was most sensitive to the start-up pressure gradient, and second most sensitive to the opening of artificial fractures. Enhancing the initial conductivity of artificial fractures was helpful to improve the productivity of tight oil wells. The influence of conductivity, spacing, number and length of artificial fractures should be considered comprehensively in fracturing design. Increasing the number of artificial fractures unilaterally could not achieve the expected increase in production. 展开更多
关键词 tight oil porous media fully coupled fluid-solid horizontal well multi-stage fracturing reservoir numerical simulation productivity prediction
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Application of Pore Evolution and Fracture Development Coupled Models in the Prediction of Reservoir "Sweet Spots" in Tight Sandstones 被引量:3
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作者 ZHANG Linyan ZHUO Xizhun +3 位作者 MA Licheng CHEN Xiaoshuai SONG Licai ZHOU Xingui 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2015年第3期1051-1052,共2页
The Chang-63 reservoir in the Huaqing area has widely developed tight sandstone "thick sand layers, but not reservoirs characterized by rich in oil", and it is thus necessary to further study its oil and gas enrichm... The Chang-63 reservoir in the Huaqing area has widely developed tight sandstone "thick sand layers, but not reservoirs characterized by rich in oil", and it is thus necessary to further study its oil and gas enrichment law. This study builds porosity and fracture development and evolution models in different deposition environments, through core observation, casting thin section, SEM, porosity and permeability analysis, burial history analysis, and "four-property-relationships" analysis. 展开更多
关键词 Sweet Spots in tight Sandstones Application of Pore Evolution and Fracture Development coupled Models in the Prediction of Reservoir
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Bridging GPS outages of tightly-coupled GPS/SINS using GMDH neural network 被引量:1
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作者 庞晨鹏 刘藻珍 《Journal of Beijing Institute of Technology》 EI CAS 2011年第1期36-41,共6页
A tightly coupled GPS ( global positioning system )/SINS ( strap down inertial navigation system) based on a GMDH ( group method of data handling) neural network was presented to solve the problem of degraded ac... A tightly coupled GPS ( global positioning system )/SINS ( strap down inertial navigation system) based on a GMDH ( group method of data handling) neural network was presented to solve the problem of degraded accuracy for less than four visible GPS satellites with poor signal quality. Positions and velocities of the satellites were predicted by a GMDH neural network, and the pseudo ranges and pseudo range rates received by the GPS receiver were simulated to ensure the regular op eration of the GPS/SINS Kalman filter during outages. In the mathematical simulation a tightly cou pled navigation system with a proposed approach has better navigation accuracy during GPS outages, and the anti jamming ability is strengthened for the tightly coupled navigation system. 展开更多
关键词 tightly coupled GPS/SINS integrated navigation GPS outage GMDH neural network pseudo range and pseudo-range rate
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Airborne ultra-low profile ultra-wideband omnidirectional antenna based on tightly coupled arrays
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作者 Jun Chen Feng Yang +3 位作者 Sheng-Jian Zhao Xiao-Bo Shi Ming Huang Shi-Wen Yang 《Journal of Electronic Science and Technology》 EI CAS CSCD 2024年第4期1-8,共8页
Against the backdrop of electromagnetic space integration,the radio system of equipment platforms,such as next-generation aircraft,must possess multifunctional integration and electromagnetic stealth performance.Meanw... Against the backdrop of electromagnetic space integration,the radio system of equipment platforms,such as next-generation aircraft,must possess multifunctional integration and electromagnetic stealth performance.Meanwhile,the equipment platforms need to evolve towards flat structures.These requirements pose significant technical challenges for antenna system design.The antenna must possess ultra-wideband to facilitate multi-function integration through the use of continuous radio frequency synthetic aperture.In order to ensure good aerodynamics of the flat airborne platform,it is required to implement conformal design,while the ultra-low profile is the greatest challenge in conformal design.Against this background,this work proposes a novel airborne tightly coupled antenna with ultra-low profile,ultra-wideband,and vertical-polarized omnidirectional radiation.The antenna unit utilizes a long slot structure and implements circular conformal design,where the resistive frequency selection surface is used to expand the operating bandwidth.This antenna has a profile height of only 0.047 times the low-frequency wavelength.Simulation and measurement results show that it achieves an impedance bandwidth of nearly 12∶1 with omnidirectional beam coverage,which meets the requirements of multifunctional future airborne antennas. 展开更多
关键词 Low profile Omnidirectional antenna tightly coupling array ULTRA-WIDEBAND
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Optimal Design and Experimental Study of Tightly Coupled SCR Mixers for Diesel Engines
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作者 Jianhua Zhang Wen Sun Zhijun Li 《Energy Engineering》 EI 2024年第10期2893-2906,共14页
Two types of tightly coupled Selective Catalytic Reduction(SCR)mixers were designed in this study,namely Mixer 1 integrated with an SCR catalyst and Mixer 2 arranged separately.Computational Fluid Dynamics(CFD)softwar... Two types of tightly coupled Selective Catalytic Reduction(SCR)mixers were designed in this study,namely Mixer 1 integrated with an SCR catalyst and Mixer 2 arranged separately.Computational Fluid Dynamics(CFD)software was utilized to model the gas flow,spraying,and pyrolysis reaction of the aqueous urea solution in the tightly coupled SCR system.The parameters of gas flow velocity uniformity and ammonia distribution uniformity were simulated and calculated for both Mixer 1 and Mixer 2 in the tightly coupled SCR system to compare their advantages and disadvantages.The simulation results indicated that Mixer 1 exhibited a gas velocity uniformity of 0.972 and an ammonia distribution uniformity of 0.817,whereas Mixer 2 demonstrated a gas velocity uniformity of 0.988 and an ammonia distribution uniformity of 0.964.Mixer 2 performed better in the simulation analysis.Furthermore,a 3D-printed prototype of Mixer 2 was manufactured and installed on an engine test bench to investigate ammonia distribution uniformity and NOX conversion efficiency.The experimental investigations yielded the following findings:1)The ammonia distribution uniformity of Mixer 2 was measured as 0.976,which closely aligned with the simulation result of 0.964,with a deviation of 1.2%from the model calculations;2)As exhaust temperature increased,the ammonia distribution uniformity gradually improved,while an increase in exhaust flow rate resulted in a decrease in ammonia distribution uniformity;3)When utilizing Mixer 2,the NOX conversion efficiency reached 84.7%at an exhaust temperature of 200°C and 97.4%at 250°C.Within the exhaust temperature range of 300°C to 450°C,the NOX conversion efficiency remained above 98%.This study proposed two innovative mixer structures,conducted simulation analysis,and performed performance testing.The research outcomes indicated that the separately arranged Mixer 2 exhibited superior performance.The tightly coupled SCR systemequippedwith Mixer 2 achieved excellent levels of gas velocity uniformity,ammonia distribution uniformity,and NOX conversion efficiency.These findings can serve as valuable references for the design and development of ultra-low emission after-treatment systems for diesel engines in the field of diesel engine aftertreatment. 展开更多
关键词 tightly coupled SCR MIXER ammonia distribution uniformity
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Study on the Seepage Characteristics of Deep Tight Reservoirs Considering the Effects of Creep
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作者 Yongfu Liu Haitao Zhao +4 位作者 Xingliang Deng Baozhu Guan Jing Li Chengqiang Yang Guipeng Huang 《Energy Engineering》 2025年第5期1735-1754,共20页
The seepage characteristics of shale reservoirs are influenced not only by multi-field coupling effects such as stress field,temperature field,and seepage field but also exhibit evident creep characteristics during oi... The seepage characteristics of shale reservoirs are influenced not only by multi-field coupling effects such as stress field,temperature field,and seepage field but also exhibit evident creep characteristics during oil and gas exploitation.The complex fluid flow in such reservoirs is analyzed using a combination of theoretical modeling and numerical simulation.This study develops a comprehensive mathematical model that integrates the impact of creep on the seepage process,with consideration of factors including stress,strain,and time-dependent deformation.The model is validated through a series of numerical experiments,which demonstrate the significant influence of creep on the seepage behavior.The results indicate that the rock mechanical parameters and creep constitutive model were determined through triaxial compression tests and uniaxial creep tests.A creep-seepage coupling control equation for shale was established based on the Burgers creep model.The absolute value of the volumetric strain of shale increases rapidly in the initial creep stage,and the increase in vertical stress accelerates the rock’s creep deformation.During the deceleration creep stage,the volumetric strain of the reservoir increases rapidly,leading to a significant decrease in permeability.In the stable creep stage,the pores and fractures in the rock are further compressed,causing a gradual reduction in permeability,which eventually stabilizes. 展开更多
关键词 tight reservoir mechanical parameter creep model multi-field coupling seepage characteristics
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基于矫正星历偏差的RSO/INS紧组合导航算法
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作者 房旭澄 王融 +1 位作者 赵静欣 熊智 《电光与控制》 北大核心 2026年第1期8-13,共6页
针对现有利用近地轨道空间物体(RSO)导航的RSO星历位置存在较大偏差的问题,结合惯性导航系统(INS)提出了一种基于矫正RSO位置偏差的RSO/INS紧组合因子图导航算法。首先,将RSO位置和RSO位置偏差扩充到状态变量中;然后,推导了RSO观测和RS... 针对现有利用近地轨道空间物体(RSO)导航的RSO星历位置存在较大偏差的问题,结合惯性导航系统(INS)提出了一种基于矫正RSO位置偏差的RSO/INS紧组合因子图导航算法。首先,将RSO位置和RSO位置偏差扩充到状态变量中;然后,推导了RSO观测和RSO位置矫正的量测方程,并构建了因子节点;最后,利用因子图的最大后验概率估计算法对变量进行优化。仿真结果表明,未矫正RSO星历位置偏差时的RSO/INS组合算法的位置误差随时间较快发散,而所提算法在同等条件下位置精度显著提升。 展开更多
关键词 近地轨道空间物体 天文导航 因子图 紧组合
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4D-stress evolution of tight sandstone reservoir during horizontal wells injection and production: A case study of Yuan 284 block,Ordos Basin,NW China 被引量:3
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作者 ZHU Haiyan SONG Yujia +1 位作者 LEI Zhengdong TANG Xuanhe 《Petroleum Exploration and Development》 CSCD 2022年第1期156-169,共14页
To investigate the 4D stress change during injection and production in tight sandstone reservoirs, a multi-physical fields modeling method is proposed considering the reservoir heterogeneity, hydraulic fracture and co... To investigate the 4D stress change during injection and production in tight sandstone reservoirs, a multi-physical fields modeling method is proposed considering the reservoir heterogeneity, hydraulic fracture and complex injection-production system. The 4D stress evolution of tight sandstone reservoir in Yuan 284 block of Huaqing oilfield, Ordos Basin,during injection-production in horizontal well network is investigated by modeling coupled flow and geomechanics. Results show:(1) Induced by injection and production, the 3D stress increases near the injectors but decreases near the producers, and the horizontal stresses are distributed in obvious strips along their respective stress directions.(2) The horizontal stress difference is the highest at the horizontal wellbore beside injectors during injection and production, while it is the lowest in undeveloped zone between the injectors, and the orientation of maximum horizontal principal stress changes the most near the injectors, which is distributed radially.(3) The hydraulic fracture in re-fracturing well was observed to be asymmetrical in geometry and deflected as the stress changed. The results provide theoretical guidance for horizantal well network modification and re-fracturing optimization design in tight sandstone reservoir. 展开更多
关键词 tight oil tight sandstone reservoir injection-production well network stress evolution flow and geomechanical coupling Ordos Basin
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基于紧耦合IMU的辐射场视觉惯性SLAM算法
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作者 王风华 徐志城 赵冷锐 《电子测量技术》 北大核心 2025年第6期45-52,共8页
针对辐射场视觉SLAM算法的位姿估计误差大以及与IMU融合过程中的鲁棒性问题,本文提出了一种基于紧耦合IMU的辐射场视觉惯性SLAM算法。该算法使用改进的预积分模块实现紧耦合框架,改进的初始化策略来处理鲁棒性问题,结合辐射场损失联合... 针对辐射场视觉SLAM算法的位姿估计误差大以及与IMU融合过程中的鲁棒性问题,本文提出了一种基于紧耦合IMU的辐射场视觉惯性SLAM算法。该算法使用改进的预积分模块实现紧耦合框架,改进的初始化策略来处理鲁棒性问题,结合辐射场损失联合优化位姿和零偏。将本文的改进算法分别应用于NICE-SLAM和MonoGS的定位模块,并在IMU-RGBD数据集OpenLORIS上进行了实验测试,紧耦合模块对定位精度的提升最大分别为34.3%和14.8%。与MM3DGS相比,本算法具备更高的鲁棒性,可有效提高定位精度,对于提升辐射场SLAM性能具有较好的泛化能力。 展开更多
关键词 视觉惯性SLAM 神经辐射场 三维高斯飞溅 紧耦合
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裂缝-基质型刻蚀芯片的渗吸-驱替机理微流控实验
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作者 杨柳 董广涛 +4 位作者 姜晓宇 李明峻 公飞 朱凯 裴奕杰 《石油与天然气地质》 北大核心 2025年第5期1682-1699,共18页
水力压裂是致密砂岩油藏开发的主要方式,研究微观渗流机理及剩余油流动动态对于指导处于高含水阶段的致密油藏开发具有重要意义。为研究压裂液注入过程中的流体运移规律及渗吸-驱替耦合作用机理,基于裂缝-基质型双重介质光刻芯片模型,... 水力压裂是致密砂岩油藏开发的主要方式,研究微观渗流机理及剩余油流动动态对于指导处于高含水阶段的致密油藏开发具有重要意义。为研究压裂液注入过程中的流体运移规律及渗吸-驱替耦合作用机理,基于裂缝-基质型双重介质光刻芯片模型,开展了微流控模型可视化驱油实验。分析研究了在渗吸-驱替耦合作用下的油-水界面运移、油滴剥离以及微观残余油分布微观特征。结果表明:①在压裂液注入双重介质模型后,流动过程兼顾裂隙指进、孔隙-裂隙交互渗吸以及孔隙驱替。注入速度较慢时渗吸作用的主导性较强,对近裂缝区的死孔油波及范围较广。随着注入速度增加,交互渗吸作用减弱,波及范围及采收率逐渐降低,采收率主要由孔隙内的驱替作用贡献。②当添加表面活性剂后,压裂液对油滴和壁面残余油簇的剥离作用增强,同时添加表面活性剂后液体对残余油的击打促排效果显著,壁面残余油被大量剥离。当流体突破后,在稳定驱替阶段也会持续剥离壁面残余油,极大地增强了驱油效果。③渗吸和驱替过程中,因为壁面的不同粗糙度以及不同孔隙体间流速和压力的影响导致存在残余油。根据形状及其分布,残余油分为球状残余油、单壁面膜状残余油、孔喉柱状残余油、双壁面膜状残余油、壁面折柱状残余油和壁间连片状残余油6类,其中柱状和膜状残余油分布的范围较广。 展开更多
关键词 渗吸-驱替耦合 裂缝-基质双重介质模型 表面活性剂 微流控实验 水力压裂 提高采收率 致密砂岩储层 油藏开发
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面向变电站无人化巡检的多源融合即时定位与建图方法综述 被引量:2
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作者 姜寒 王凯 《广东电力》 北大核心 2025年第3期55-68,共14页
随着智能电网技术的发展,变电站巡检对定位和建图精度的要求不断提高,但单一传感器难以满足复杂环境下的巡检需求。多传感器融合即时定位与建图(simultaneous localization and mapping,SLAM)技术在变电站巡检中显得尤为重要,为此对该... 随着智能电网技术的发展,变电站巡检对定位和建图精度的要求不断提高,但单一传感器难以满足复杂环境下的巡检需求。多传感器融合即时定位与建图(simultaneous localization and mapping,SLAM)技术在变电站巡检中显得尤为重要,为此对该技术的发展进行综述。首先,回顾多传感器融合SLAM技术的发展历程,从传感器类型、融合架构和数据处理3个维度对技术进行分析;其次,将融合架构划分为松耦合、紧耦合2种模型,探讨它们在变电站巡检中的应用效果;同时,总结SLAM算法的评价标准,包括定位精度、建图效率、环境适应性和计算复杂度等关键指标,并分析当前技术面临的挑战。多传感器融合SLAM技术能够显著提升变电站巡检机器人的定位精度和环境感知能力。通过协同集成多种传感器信息,该技术可有效解决单一传感器的局限性问题,在变电站巡检中的应用正在逐步现实化。 展开更多
关键词 即时定位与建图 电力巡检 多传感器融合 松耦合 紧耦合
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基于嵌入式网格的裂缝性致密油储层压裂生产一体化的数值模拟
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作者 徐世乾 郭建春 +1 位作者 YOUNIS M.Rami 卢聪 《计算物理》 北大核心 2025年第4期425-438,共14页
有效的一体化模拟裂缝性致密油储层压裂生产过程是评价压裂设计的关键之一。基于嵌入式网格的基质裂缝全域空间流固耦合数值模拟方法,考虑天然裂缝影响下裂缝动态扩展、低速非线性渗流、基质与裂缝应力敏感,实现裂缝性致密油储层压裂生... 有效的一体化模拟裂缝性致密油储层压裂生产过程是评价压裂设计的关键之一。基于嵌入式网格的基质裂缝全域空间流固耦合数值模拟方法,考虑天然裂缝影响下裂缝动态扩展、低速非线性渗流、基质与裂缝应力敏感,实现裂缝性致密油储层压裂生产一体化多机理模拟。分析天然裂缝、非线性渗流对裂缝扩展及生产动态的一体化影响规律。模型可以在生产过程中任意时刻模拟压裂,为重复压裂、加密井的设计分析提供有效的工具。当基质岩石的抗拉强度由10.2 MPa降到2.3 MPa时,破碎带逐渐增大,滤失作用增加,导致主裂缝长度降低8%~9%,但可以增加累产油量17.5%至61.1%,影响作用显著且主要影响早期的日产油量。与启动压力梯度模型相比,低速非线性渗流可以更好地预测致密油生产动态。该方法可为裂缝性致密油储层压裂生产一体化的动态预测、规律分析、工艺优化提供高效的工具。 展开更多
关键词 致密油 裂缝性储层 流固耦合 压裂生产一体化 嵌入式网格
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一种自适应点线特征和IMU耦合的视觉SLAM方法
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作者 张晨阳 杨健 《武汉大学学报(信息科学版)》 北大核心 2025年第10期2048-2063,共16页
室内低/弱纹理、光照不足的场景下,视觉惯导融合的即时定位与建图(simultaneous localization and mapping,SLAM)定位精度明显优于纯视觉SLAM方法。然而,当前基于点特征的视觉惯导SLAM方法通常难以检测并追踪足够的特征,同时惯性测量单... 室内低/弱纹理、光照不足的场景下,视觉惯导融合的即时定位与建图(simultaneous localization and mapping,SLAM)定位精度明显优于纯视觉SLAM方法。然而,当前基于点特征的视觉惯导SLAM方法通常难以检测并追踪足够的特征,同时惯性测量单元的先验测量信息亦未充分利用,导致SLAM整体定位精度低、鲁棒性弱。针对这些问题,构建一种自适应点线特征和惯性测量单元(inertial measurement unit,IMU)耦合的视觉SLAM方法。首先设计一种自适应的快速角点特征检测算法,以增强图像特征点检测的鲁棒性。另外,快速线特征检测算法易检测短线、断线,且图像因光照变化易导致线特征的“过提取”或“错提取”。因此,利用边缘检测二值图像构造自适应线特征提取算法,并借助消影点的特性筛选聚类线特征。然后,由点线特征重投影误差和IMU先验预积分位姿估计量,通过松耦合为SLAM前端位姿估计和算法提供稳健的初始化结果。随后,后端利用紧耦合建立视觉和IMU观测量的统一非线性最小化残差函数,并优化得到准确的图像帧位姿。最后,在开源数据集上测试验证,并对比几种经典SLAM方法。实验结果表明,所构建的SLAM方法平均定位精度至少提高12%,同时具有较强的鲁棒性。 展开更多
关键词 SLAM 自适应点线特征 IMU 松耦合 紧耦合
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基于热-流-固-化耦合的深层致密砂岩储层压裂裂缝扩展规律
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作者 郑鹏麟 徐珂 +4 位作者 张辉 强剑力 梁景瑞 钱子维 张玮 《石油实验地质》 北大核心 2025年第6期1440-1454,共15页
塔里木盆地库车坳陷北部斜坡带深层致密砂岩气是中国天然气增储上产的重要领域,储层水力压裂技术是油气增产的关键手段。然而,深部地质条件复杂,导致压裂裂缝扩展样式及影响因素尚不清晰,需量化分析以揭示多场耦合作用下压裂裂缝的扩展... 塔里木盆地库车坳陷北部斜坡带深层致密砂岩气是中国天然气增储上产的重要领域,储层水力压裂技术是油气增产的关键手段。然而,深部地质条件复杂,导致压裂裂缝扩展样式及影响因素尚不清晰,需量化分析以揭示多场耦合作用下压裂裂缝的扩展规律。针对库车坳陷北部斜坡带深层气藏高温、高压地质环境,考虑“应力、裂缝弱面”等地质力学因素,建立热—流—固—化耦合模型,借助有限元数值模拟,阐明水力压裂裂缝扩展规律。研究表明:(1)水力压裂裂缝的动态扩展过程受热—流—固—化耦合作用影响显著,决定着压裂裂缝扩展样式;(2)水平应力差低值区易形成复杂缝网,水平应力梯度差异诱导压裂裂缝非对称扩展;(3)压裂裂缝扩展过程中优先激活天然裂缝,且天然裂缝产状影响压裂裂缝扩展方向,当天然裂缝与压裂裂缝夹角较大时压裂裂缝扩展偏向于停止和穿过,而当天然裂缝与压裂裂缝夹角较小时压裂裂缝偏向于激活或激活+穿过;(4)射孔倾角与裂缝偏转角呈正相关,注入速率对裂缝面积的影响存在最优上限,流体与地层温度差越大,越易产生张裂缝,起裂压力越小。 展开更多
关键词 水力压裂 裂缝扩展 热—流—固—化耦合 数值模拟 深层致密砂岩 库车坳陷 塔里木盆地
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致密油藏CO_(2)-EOR技术断层和裂缝再激活的四维地应力演化研究
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作者 陈思维 芮振华 +2 位作者 胡婷 邹积瑞 孔冠金 《力学学报》 北大核心 2025年第12期2864-2875,共12页
针对致密油藏CO_(2)驱油与封存(CO_(2)-EOR)协同过程中断层/裂缝再激活风险,创新性地构建了“CO_(2)-EOR-封存”一体化四维地应力动态演化模型,揭示了多物理场耦合作用下地质结构的时空响应机制.通过整合多相渗流、热力学效应与动态地... 针对致密油藏CO_(2)驱油与封存(CO_(2)-EOR)协同过程中断层/裂缝再激活风险,创新性地构建了“CO_(2)-EOR-封存”一体化四维地应力动态演化模型,揭示了多物理场耦合作用下地质结构的时空响应机制.通过整合多相渗流、热力学效应与动态地应力场,引入裂缝拉伸破坏、断层滑移趋势理论,建立了考虑裂缝扩展与断层滑移的双重地质力学-流动耦合模型,实现了注入-驱替-封存全周期的四维地应力演化模拟.以延长油田致密砂岩储层为例,研究表明:裂缝再激活呈现“点状扩展-两侧延展-加速贯通-渐进稳定”四阶段特征,其扩展速率与注入压力呈非线性正相关;断层再激活受滑移趋势与渗.透率传导系数动态控制,发现在注入CO_(2)生产阶段,低渗储层中注入流体阈值为12 000~16 000 m^(3)/d.注入CO_(2)封存阶段,当注入速率超过6000 m^(3)/d时,断层出现点状泄漏通道.研究成果为CO_(2)-EOR安全增效与长期封存提供了理论支撑,指导形成了“生产期中高速注入-封存期低速稳压”的工程优化方案. 展开更多
关键词 断层裂缝再激活 CO_(2)-EOR 四维地应力 致密油藏 多场耦合
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基于视觉、惯性和雷达信息紧耦合的巡检机器人定位算法
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作者 刘建戈 徐畅 +2 位作者 戴欣 徐晓敏 李庆武 《电力大数据》 2025年第5期85-96,共12页
在复杂的变电站环境中,巡检机器人常面临定位性能差、精度低等问题。对此,该文提出一种基于视觉、惯性和雷达信息紧耦合的机器人定位算法。首先,对多传感器的外参进行联合标定,并引入基于位姿图的传感器外参优化策略,对已标定的外参作... 在复杂的变电站环境中,巡检机器人常面临定位性能差、精度低等问题。对此,该文提出一种基于视觉、惯性和雷达信息紧耦合的机器人定位算法。首先,对多传感器的外参进行联合标定,并引入基于位姿图的传感器外参优化策略,对已标定的外参作进一步优化;接着,对激光雷达获取的点云以及相机获取的可见光图像进行预处理,借助预积分方式实现IMU信息的状态传播,进而估计机器人的初始位姿;最后,结合激光雷达、相机和IMU的信息进行残差构建,联合优化全局位姿,实现对巡检机器人的高精度定位。实验结果表明,该定位算法优于现有的定位算法,能够在复杂环境下实现变电站巡检机器人的高精度定位。 展开更多
关键词 传感器标定 雷达信息 紧耦合 机器人定位 位姿优化
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