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Computational Modeling of the Prefrontal-Cingulate Cortex to Investigate the Role of Coupling Relationships for Balancing Emotion and Cognition
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作者 Jinzhao Wei Licong Li +3 位作者 Jiayi Zhang Erdong Shi Jianli Yang Xiuling Liu 《Neuroscience Bulletin》 2025年第1期33-45,共13页
Within the prefrontal-cingulate cortex,abnormalities in coupling between neuronal networks can disturb the emotion-cognition interactions,contributing to the development of mental disorders such as depression.Despite ... Within the prefrontal-cingulate cortex,abnormalities in coupling between neuronal networks can disturb the emotion-cognition interactions,contributing to the development of mental disorders such as depression.Despite this understanding,the neural circuit mechanisms underlying this phenomenon remain elusive.In this study,we present a biophysical computational model encompassing three crucial regions,including the dorsolateral prefrontal cortex,subgenual anterior cingulate cortex,and ventromedial prefrontal cortex.The objective is to investigate the role of coupling relationships within the prefrontal-cingulate cortex networks in balancing emotions and cognitive processes.The numerical results confirm that coupled weights play a crucial role in the balance of emotional cognitive networks.Furthermore,our model predicts the pathogenic mechanism of depression resulting from abnormalities in the subgenual cortex,and network functionality was restored through intervention in the dorsolateral prefrontal cortex.This study utilizes computational modeling techniques to provide an insight explanation for the diagnosis and treatment of depression. 展开更多
关键词 Prefrontal-cingulate cortex computational modeling coupling relationships DEPRESSION Emotion and cognition
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Monolithic Coupling of the Pressure and Rigid Body Motion Equations in Computational Marine Hydrodynamics
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作者 Hrvoje Jasak Inno Gatin Vuko Vukcevic 《Journal of Marine Science and Application》 CSCD 2017年第4期375-381,共7页
In Fluid Structure Interaction(FSI) problems encountered in marine hydrodynamics, the pressure field and the velocity of the rigid body are tightly coupled. This coupling is traditionally resolved in a partitioned man... In Fluid Structure Interaction(FSI) problems encountered in marine hydrodynamics, the pressure field and the velocity of the rigid body are tightly coupled. This coupling is traditionally resolved in a partitioned manner by solving the rigid body motion equations once per nonlinear correction loop, updating the position of the body and solving the fluid flow equations in the new configuration. The partitioned approach requires a large number of nonlinear iteration loops per time–step. In order to enhance the coupling, a monolithic approach is proposed in Finite Volume(FV) framework,where the pressure equation and the rigid body motion equations are solved in a single linear system. The coupling is resolved by solving the rigid body motion equations once per linear solver iteration of the pressure equation, where updated pressure field is used to calculate new forces acting on the body, and by introducing the updated rigid body boundary velocity in to the pressure equation. In this paper the monolithic coupling is validated on a simple 2D heave decay case. Additionally, the method is compared to the traditional partitioned approach(i.e. "strongly coupled" approach) in terms of computational efficiency and accuracy. The comparison is performed on a seakeeping case in regular head waves, and it shows that the monolithic approach achieves similar accuracy with fewer nonlinear correctors per time–step. Hence, significant savings in computational time can be achieved while retaining the same level of accuracy. 展开更多
关键词 MONOLITHIC coupling pressure equation rigid body motion computATIONAL fluid dynamics MARINE HYDRODYNAMICS SEAKEEPING
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Multi-target ranging using an optical reservoir computing approach in the laterally coupled semiconductor lasers with self-feedback
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作者 Dong-Zhou Zhong Zhe Xu +5 位作者 Ya-Lan Hu Ke-Ke Zhao Jin-Bo Zhang Peng Hou Wan-An Deng Jiang-Tao Xi 《Chinese Physics B》 SCIE EI CAS CSCD 2022年第7期309-320,共12页
We utilize three parallel reservoir computers using semiconductor lasers with optical feedback and light injection to model radar probe signals with delays.Three radar probe signals are generated by driving lasers con... We utilize three parallel reservoir computers using semiconductor lasers with optical feedback and light injection to model radar probe signals with delays.Three radar probe signals are generated by driving lasers constructed by a threeelement laser array with self-feedback.The response lasers are implemented also by a three-element lase array with both delay-time feedback and optical injection,which are utilized as nonlinear nodes to realize the reservoirs.We show that each delayed radar probe signal can be predicted well and to synchronize with its corresponding trained reservoir,even when parameter mismatches exist between the response laser array and the driving laser array.Based on this,the three synchronous probe signals are utilized for ranging to three targets,respectively,using Hilbert transform.It is demonstrated that the relative errors for ranging can be very small and less than 0.6%.Our findings show that optical reservoir computing provides an effective way for applications of target ranging. 展开更多
关键词 coupled semiconductor lasers lidar ranging optical reservoir computing chaos synchronization
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Dynamics Analysis of Close-coupling Multiple Helicopters System 被引量:9
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作者 赵志刚 吕恬生 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2008年第1期71-78,共8页
The particularity and practicality of harmony operations of close-coupling multiple helicopters indicate that the researches on it are urgent and necessary, Using the model that describes two hovering helicopters carr... The particularity and practicality of harmony operations of close-coupling multiple helicopters indicate that the researches on it are urgent and necessary, Using the model that describes two hovering helicopters carrying one heavy load, an inertia coordinate system and body coordinate systems of each sub-system are established. A nonlinear force model is established too. The equilibrium computation results can be regarded as the reference control inputs of the flight control system under hovering or low-speed flight condition. After the establishment of a translation kinematics model and a posture kinematics model, a coupling dynamics model of the multiple helicopter system is set up. The results can also be regarded as the base to analyze stabilization and design a controller for a close-coupling multiple helicopters harmony operation system. 展开更多
关键词 close-coupling multiple helicopters harmony operation equilibrium computation kinematics analysis dynamics analysis
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Thermal-Fluid-Structure Coupling Analysis of Flexible Corrugated Cryogenic Hose 被引量:2
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作者 YANG Liang LIU Miao-er +6 位作者 LIU Yun LI Fang-qiu FAN Jia-kun LIU Fu-peng LU Zhao-kuan YANG Jian-ye YAN Jun 《China Ocean Engineering》 SCIE EI CSCD 2022年第4期658-665,共8页
This work presents a numerical investigation of the thermal–fluid–structure coupling behavior of the liquid natural gas(LNG)transported in the flexible corrugated cryogenic hose.A three-dimensional model of the corr... This work presents a numerical investigation of the thermal–fluid–structure coupling behavior of the liquid natural gas(LNG)transported in the flexible corrugated cryogenic hose.A three-dimensional model of the corrugated hose structure composed of multiple layers of different materials is established and coupled with turbulent LNG flow and heat transfer models in the commercial software ANSYS Workbench.The flow transport behavior,heat transfer across the hose layers,and structural response caused by the flow are analyzed.Parametric studies are performed to evaluate the impacts of inlet flow rate and thermal conductivity of insulation material on the temperature and structural stress of the corrugated hose.The study found that,compared with a regular operating condition,higher inlet flow velocities not only suppress the heat gain of the LNG but also lower the flow-induced structural stress.The insulation layer exhibits excellent performance in maintaining the temperature at the fluid–structure interface,showing little temperature change with respect to material thermal conductivity and ambient temperature.The simulation results may contribute to the research and design of the flexible corrugated cryogenic hoses and provide guidance for safer and more efficient field operations. 展开更多
关键词 flexible corrugated cryogenic hose LNG computational fluid dynamics thermal–fluid–structure coupling
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Numerical simulation of fixed bed reactor for oxidative coupling of methane over monolithic catalyst 被引量:1
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作者 张照 郭紫琪 季生福 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2015年第10期1627-1633,共7页
A three-dimensional geometric model was set up for the oxidative coupling of methane(OCM) fixed bed reactor loaded with Na_3PO_4-Mn/SiO_2/cordierite monolithic catalyst,and an improved Stansch kinetic model was establ... A three-dimensional geometric model was set up for the oxidative coupling of methane(OCM) fixed bed reactor loaded with Na_3PO_4-Mn/SiO_2/cordierite monolithic catalyst,and an improved Stansch kinetic model was established to calculate the OCM reactions using the computational fluid dynamics method and Fluent software.The simulation conditions were completely the same with the experimental conditions that the volume velocity of the reactant is 80 ml·min^(-1) under standard state,the CH_4/O_2 ratio is 3 and the temperature and pressure is800 ℃ and 1 atm,respectively.The contour of the characteristic parameters in the catalyst bed was analyzed,such as the species mass fractions,temperature,the heat flux on side wall surface,pressure,fluid density and velocity.The results showed that the calculated values matched well with the experimental values on the conversion of CH4 and the selectivity of products(C_2H_6,C_2H_4,CO,CO_2 and H_2) in the reactor outlet with an error range of±4%.The mass fractions of CH_4 and O_2 decreased from 0.600 and 0.400 at the catalyst bed inlet to 0.445 and0.120 at the outlet,where the mass fractions of C_2H_6,C_2H_4,CO and CO_2 were 0.0245,0.0460,0.0537 and 0.116,respectively.Due to the existence of laminar boundary layer,the mass fraction contours of each species bent upwards in the vicinity of the boundary layer.The volume of OCM reaction was changing with the proceeding of reaction,and the total moles of products were greater than reactants.The flow field in the catalyst bed maintained constant temperature and pressure.The fluid density decreased gradually from 2.28 kg·m^(-3) at the inlet of the catalyst bed to 2.18 kg·m^(-3) at the outlet of the catalyst bed,while the average velocity magnitude increased from 0.108 m·s-1 to 0.120 m·s^(-1). 展开更多
关键词 Numerical simulation Fixed bed reactor computational fluid dynamics Oxidative coupling of methane Monolithic catalyst
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Structural Parameter Analyses on Rotor Airloads with New Type Blade-Tip Based on CFD/CSD Coupling Method
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作者 Wang Junyi Zhao Qijun Ma Li 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2016年第6期-,共9页
For accurate aeroelastic analysis,the unsteady rotor flowfield is solved by computational fluid dynamics(CFD)module based on RANS/Euler equations and moving-embedded grid system,while computational structural dynamics... For accurate aeroelastic analysis,the unsteady rotor flowfield is solved by computational fluid dynamics(CFD)module based on RANS/Euler equations and moving-embedded grid system,while computational structural dynamics(CSD)module is introduced to handle blade flexibility.In CFD module,dual time-stepping algorithm is employed in temporal discretization,Jameson two-order central difference(JST)scheme is adopted in spatial discretization and B-L turbulent model is used to illustrate the viscous effect.The CSD module is developed based on Hamilton′s variational principles and moderate deflection beam theory.Grid deformation is implemented using algebraic method through coordinate transformations to achieve deflections with high quality and efficiency.A CFD/CSD loose coupling strategy is developed to transfer information between rotor flowfield and blade structure.The CFD and the CSD modules are verified seperately.Then the CFD/CSD loose coupling is adopted in airloads prediction of UH-60A rotor under high speed forward flight condition.The calculated results agree well with test data.Finally,effects of torsional stiffness properties on airloads of rotors with different tip swept angles(from 10° forward to 30° backward)are investigated.The results are evaluated through pressure distribution and airloads variation,and some meaningful conclusions are drawn the moderated shock wave strength and pressure gradient caused by varied tip swept angle and structural properties. 展开更多
关键词 ROTOR airloads structural parameter computational fluid dynamics(CFD) computational structural dynamics(CSD) loose coupling method
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Numerical simulation of packed-bed reactor for oxidative coupling of methane
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作者 Zhao Zhang Ziqi Guo Shengfu Ji 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2015年第1期23-30,共8页
A three-dimensional geometric model of the oxidative coupling of methane (OCM) packed-bed reactor loaded with Na2WO4-Mn/SiO2 partic- ulate catalyst was set up, and an improved Stansch kinetic model was established t... A three-dimensional geometric model of the oxidative coupling of methane (OCM) packed-bed reactor loaded with Na2WO4-Mn/SiO2 partic- ulate catalyst was set up, and an improved Stansch kinetic model was established to calculate the OCM reactions using the computational fluid dynamics method and Fluent software. The simulation conditions were completely the same with the experimental conditions that the volume velocity of the reactant was 80 mL/min under standard state, the ratio of CH4/O2 was 3, the temperature and pressure were 800 ℃ and 1 atm, respectively. The contour of the characteristics parameters in the catalyst bed was analyzed, such as the species mass fractions, temperature, the heat flux on side wall surface, pressure, fluid density and velocity. The results showed that the calculated values matched well with the experimental values on the conversion of CH4 and the selectivity to products (C2H6, C2H4, CO2, CO) in the reactor outlet with an error range of 4-2%. The mass fractions of CH4 and O2 decreased from 0.6 and 0.4 in the catalyst bed inlet to 0.436 and 0.142 in the outlet, where the mass fractions of C2H6, C2H4, CO and CO2 were 0.035, 0.061, 0.032 and 0.106, respectively. Due to the existence of laminar boundary layer, the contours of each component bent upwards in the vicinity of the boundary layer. This OCM reaction was volume increase reaction and the total moles of products were greater than those of reactants. The flow field in the catalyst bed maintained constant temperature and pressure. The fluid density decreased gradually from 2.28 kg/m3 in the inlet of the catalyst bed to 2.22 kg/m3 in the outlet of the catalyst bed, while the velocity increased from 0.108 m/s to 0.115 m/s. 展开更多
关键词 oxidative coupling of methane packed-bed reactor computational fluid dynamics numerical simulation
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Job Scheduling Using Coupling in Grid
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作者 Avula Anitha 《Journal of Computer and Communications》 2015年第10期1-12,共12页
The grid computing main concern is to use the resources efficiently. For achieving this many grid resource scheduling algorithms are used for the efficient use of unused resources, especially CPU. The scheduling algor... The grid computing main concern is to use the resources efficiently. For achieving this many grid resource scheduling algorithms are used for the efficient use of unused resources, especially CPU. The scheduling algorithms assign single complete job to a single resource. Instead, if these algorithms consider the degree of dependency among the modules of a job, they can be allocated parallel to the different resources. This reduces the completion time of the job and the resources can be utilized to its maximum extent. Towards this, the job scheduling using coupling algorithm is proposed. This algorithm puts forward the idea of considering the coupling degree while allocating the modules of a job parallel to different resources. In this algorithm, resource selection is done by using both its functional and non-functional properties. The algorithm works in 3 phases. It groups the interdependent modules of a job into different sets using coupling in the first phase. It checks the non-functional property i.e. availability of a resource using echo procedure in the second phase and in the third phase, the sets created in first phase, are allocated parallel to different available and matching resources. From the simulation results it is observed that job scheduling using coupling algorithm gives better performance in terms of reduced turnaround time as compared to First Come First Served, Largest Task First and Minimum Execution Time scheduling algorithms. 展开更多
关键词 GRID computing JOB SCHEDULING coupling FUNCTIONAL and Non FUNCTIONAL Properties
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Darboux Transformation and Soliton Solutions for Inhomogeneous Coupled Nonlinear Schr(o|¨)dinger Equations with Symbolic Computation
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作者 XUE Yu-Shan TIAN Bo +4 位作者 ZHANG Hai-Qiang LIU Wen-Jun LI Li-Li QI Feng-Hua ZHAN Yan 《Communications in Theoretical Physics》 SCIE CAS CSCD 2009年第11期888-896,共9页
With the aid of computation, we consider the variable-coefficient coupled nonlinear Schrodinger equations with the effects of group-velocity dispersion, self-phase modulation and cross-phase modulation, which have pot... With the aid of computation, we consider the variable-coefficient coupled nonlinear Schrodinger equations with the effects of group-velocity dispersion, self-phase modulation and cross-phase modulation, which have potential applications in the long-distance communication of two-pulse propagation in inhomogeneous optical fibers. Based on the obtained nonisospectral linear eigenvalue problems (i.e. Lax pair), we construct the Darboux transformation for such a model to derive the optical soliton solutions. In addition, through the one- and two-soliton-like solutions, we graphically discuss the features of picosecond solitons in inhomogeneous optical fibers. 展开更多
关键词 variable-coefficient coupled nonlinear Schrodinger equations optical solitons Darboux transformation symbolic computation
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Conservation Laws and Analytic Soliton Solutions for Coupled Integrable Dispersionless Equations with Symbolic Computation
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作者 王盼 田播 +2 位作者 刘文军 屈启兴 江彦 《Communications in Theoretical Physics》 SCIE CAS CSCD 2010年第10期687-696,共10页
Under investigation in this paper are two coupled integrable dispersionless (CID) equations modelingthe dynamics of the current-fed string within an external magnetic field.Through a set of the dependent variabletrans... Under investigation in this paper are two coupled integrable dispersionless (CID) equations modelingthe dynamics of the current-fed string within an external magnetic field.Through a set of the dependent variabletransformations, the bilinear forms for the CID equations are derived.Based on the Hirota method and symboliccomputation, the analytic N-soliton solutions are presented.Infinitely many conservation laws for the CID equationsare given through the known spectral problem.Propagation characteristics and interaction behaviors of the solitons areanalyzed graphically. 展开更多
关键词 coupled integrable dispersionless equations conservation laws soliton solutions hirota method symbolic computation
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A Bilinear Bcklund Transformation and N-Soliton-Like Solution of Three Coupled Higher-Order Nonlinear Schrdinger Equations with Symbolic Computation
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作者 ZHU Hong-Wu TIAN Bo +2 位作者 MENG Xiang-Hua LI Juan XU Tao 《Communications in Theoretical Physics》 SCIE CAS CSCD 2008年第9期689-695,共7页
A bilinear Baecklund transformation is presented for the three coupled higher-order nonlinear Schroedinger equations with the inclusion of the group velocity dispersion, third-order dispersion and Kerr-law nonlinearit... A bilinear Baecklund transformation is presented for the three coupled higher-order nonlinear Schroedinger equations with the inclusion of the group velocity dispersion, third-order dispersion and Kerr-law nonlinearity, which can describe the dynamics of alpha helical proteins in living systems as well as the propagation of ultrashort pulses in wavelength-division multiplexed system. Starting from the Baecklund transformation, the analytical soliton solution is obtained from a trivial solution. Simultaneously, the N-soliton-like solution in double Wronskian form is constructed, and the corresponding proof is also given via the Wronskian technique. The results obtained from this paper might be valuable in studying the transfer of energy in biophysics and the transmission of light pulses in optical communication systems. 展开更多
关键词 coupled higher-order nonlinear Schroedinger equations Baecklund transformation soliton solution Wronskian technique symbolic computation
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Assessment of slurry chamber clogging alleviation during ultra-large-diameter slurry tunnel boring machine tunneling in hard-rock using computational fluid dynamics-discrete element method:A case study 被引量:1
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作者 Yidong Guo Xinggao Li +2 位作者 Dalong Jin Hongzhi Liu Yingran Fang 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第8期4715-4734,共20页
To fundamentally alleviate the excavation chamber clogging during slurry tunnel boring machine(TBM)advancing in hard rock,large-diameter short screw conveyor was adopted to slurry TBM of Qingdao Jiaozhou Bay Second Un... To fundamentally alleviate the excavation chamber clogging during slurry tunnel boring machine(TBM)advancing in hard rock,large-diameter short screw conveyor was adopted to slurry TBM of Qingdao Jiaozhou Bay Second Undersea Tunnel.To evaluate the discharging performance of short screw conveyor in different cases,the full-scale transient slurry-rock two-phase model for a short screw conveyor actively discharging rocks was established using computational fluid dynamics-discrete element method(CFD-DEM)coupling approach.In the fluid domain of coupling model,the sliding mesh technology was utilized to describe the rotations of the atmospheric composite cutterhead and the short screw conveyor.In the particle domain of coupling model,the dynamic particle factories were established to produce rock particles with the rotation of the cutterhead.And the accuracy and reliability of the CFD-DEM simulation results were validated via the field test and model test.Furthermore,a comprehensive parameter analysis was conducted to examine the effects of TBM operating parameters,the geometric design of screw conveyor and the size of rocks on the discharging performance of short screw conveyor.Accordingly,a reasonable rotational speed of screw conveyor was suggested and applied to Jiaozhou Bay Second Undersea Tunnel project.The findings in this paper could provide valuable references for addressing the excavation chamber clogging during ultra-large-diameter slurry TBM tunneling in hard rock for similar future. 展开更多
关键词 Slurry tunnel boring machine(TBM) Short screw conveyor Slurry chamber clogging computational fluid dynamics-discrete element method(CFD-DEM)coupled modeling Engineering application
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考虑算力-电热耦合的边缘数据中心能量优化管理
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作者 文亚凤 程祖铭 +3 位作者 刘欣雅 孙毅 宋玮琼 张影 《中国电机工程学报》 北大核心 2026年第1期186-197,I0014,共13页
用户日益增长的算力需求催生出大量数据中心边缘化部署,其相应的能耗成本不断增加,碳排放量大幅上升。为解决上述问题,该文提出考虑边缘数据中心算力-电热耦合特性的能量优化管理方法。首先,提出包含边缘数据中心内负载处理、任务迁移... 用户日益增长的算力需求催生出大量数据中心边缘化部署,其相应的能耗成本不断增加,碳排放量大幅上升。为解决上述问题,该文提出考虑边缘数据中心算力-电热耦合特性的能量优化管理方法。首先,提出包含边缘数据中心内负载处理、任务迁移、电池电量调控、边缘数据中心网络服务质量(quality of service,Qo S)、可再生能源消纳与功率管理多个子系统的协同能量管理模型,并设计考虑主机内部中央处理单元(central processing unit,CPU)温度感知与算力调节的任务迁移策略,避免任务迁移可能导致的主机过热与任务阻塞问题;其次,构建以边缘数据中心长期运营成本最小化为目标的优化问题;最后,基于李亚普诺夫优化技术,将上述问题转化为短期在线求解问题。仿真分析表明,所提方法能够有效降低数据中心整体运营成本,并保证数据中心长期稳定运行。 展开更多
关键词 边缘数据中心 可再生能源 任务迁移 算力-电热耦合 李亚普诺夫优化
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智能分层注水研究进展与前景展望
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作者 刘合 许晓明 贾德利 《钻采工艺》 北大核心 2026年第1期1-9,共9页
老油田作为我国能源安全的重要支撑,其陆上开发超过10年的油田贡献了全国原油产量的70%以上,预计到2030年仍将保持60%的占比。分层注水技术作为维持老油田稳产的核心手段,经历了从固定式到智能化的四代发展,实现了从人工调控到智能闭环... 老油田作为我国能源安全的重要支撑,其陆上开发超过10年的油田贡献了全国原油产量的70%以上,预计到2030年仍将保持60%的占比。分层注水技术作为维持老油田稳产的核心手段,经历了从固定式到智能化的四代发展,实现了从人工调控到智能闭环的跨越。文章系统研究了井下智能体的理论基础、架构设计及关键技术,提出“数据+物理”双驱动的智能调控新范式。井下智能体采用分层架构,集成多参数传感、边缘计算和智能执行模块,形成“感知—分析—决策—控制”闭环系统。其核心突破包括:耐温150℃、耐压80 MPa的装备研发、井筒—油藏多物理场耦合建模、有限算力下的轻量化算法部署。智能分层注水技术将聚焦人工智能深度融合、边缘计算能力强化及多智能体协同调控等方向,持续推动老油田高效开发,为能源安全提供技术支撑。 展开更多
关键词 分层注水 井下智能体 多物理场耦合 人工智能 边缘计算 智能调控
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物联网边缘计算引力场耦合无参密度异常检测模型
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作者 陈芳莹 郭荣佐 李玮茜 《四川大学学报(自然科学版)》 北大核心 2026年第2期361-383,共23页
物联网边缘计算(ECIoT)具有复杂的环境,其复杂性主要表现为设备异构特性与资源有限性、网络架构复杂且动态演化、多源异构感知设备、实时性要求高、安全与隐私风险较大、管理维护持续性较难、系统动态特性与资源调度难度大和仿真与测试... 物联网边缘计算(ECIoT)具有复杂的环境,其复杂性主要表现为设备异构特性与资源有限性、网络架构复杂且动态演化、多源异构感知设备、实时性要求高、安全与隐私风险较大、管理维护持续性较难、系统动态特性与资源调度难度大和仿真与测试复杂且难度大等,异常检测ECIoT系统安全尤为重要。针对ECIoT的主要复杂性原因,本文提出一种基于引力场建模并耦合无参密度的数据异常检测模型。先对ECIoT数据异常检测进行综述,并对ECIoT系统及其数据异常检测问题进行形式化定义,引出引力、引力场和引力势等。然后对ECIoT系统异常检测框架进行设计,设计一种融合多反馈机制的引力场耦合无参密度异常检测框架;基于ECIoT输入数据特性,设计一种基于滑动时间窗口的统计、时序动态和频域等特征的提取与归一化融合方法;建立了引力场模型并构建多重反馈下的引力场耦合无参密度异常检测模型,设计模型的算法步骤和伪代码。最后,利用N-BaIoT、KDD Cup99和UNSWNB15等种公开数据集和这些数据集数据设计合成数据的规则和方法合成具有ECIoT特性的合成数据集,进行本模型多指标验证实验和与k-均值算法、孤独森林算法、LOF算法、轻量级深度学习算法和联邦学习算法的多指标对比验证与分析实验。通过实验证明,在公开数据集上模型引力场畸变度指标为0.31、引力势梯度标准差指标为0.14,异常发生时两指标分别为0.59、0.30,异常识别准确率超0.90,这表明模型的稳定性和敏感性较好;异常捕获率在合成数据集上达0.94;在对比实验时,经过5~100次迭代实验,模型的F1-Score提升21.8%到30.6%,AUC-ROC从0.77~0.82提升至0.98,单点检测延迟降低88%,异常检测响应延迟收敛至0 s,在迭代100次时模型运行时间远低于参比算法,模型的综合性能显著优于k-均值、孤立森林、轻量级深度学习和联邦学习等参比算法;同时对本文模型进行消融实验,在4个数据集上逐一移除本文模型的各核心组件并重复实验10~100次,以确保统计的稳定性;消融实验结果表明,反馈机制、异常评分等关键组件移除后F1-Score值最大降幅为12%,Friedman检验和Nemenyi事后验证表明完整模型显著优于消融变体。该模型通过引力场耦合与多重反馈机制、数据特征归一化融合的无参密度耦合,为复杂ECIoT提供了高精度、低时延的异常检测解决方案。 展开更多
关键词 异常检测 无参密度 引力场耦合 边缘计算 物联网
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WRF-CFD模式耦合的山地风电场非定常仿真方法与验证
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作者 马国林 宋翌蕾 +1 位作者 田琳琳 赵宁 《中国电机工程学报》 北大核心 2026年第2期679-690,I0019,共13页
复杂地形风电场流动具有强烈的非定常现象和多尺度特征,其准确模拟是风资源精细化评估的难点。为兼顾宏观中尺度大气环流和微观非定常流动细节,该文结合中尺度气象研究与预报(weather research and forecasting,WRF)模式和微尺度计算流... 复杂地形风电场流动具有强烈的非定常现象和多尺度特征,其准确模拟是风资源精细化评估的难点。为兼顾宏观中尺度大气环流和微观非定常流动细节,该文结合中尺度气象研究与预报(weather research and forecasting,WRF)模式和微尺度计算流体动力学(computational fluid dynamics,CFD)技术,构建一套WRF-CFD模式耦合的复杂地形风电场非定常仿真方法。以国际经典案例Askervein山和Bolund岛为验证对象,研究复杂地形流场中平均风速和湍流强度的分布特征,并简要分析复杂地形中风力机布置策略。结果表明,基于WRF-CFD模式的数值模拟结果与实验观测值有较好的一致性,且优于中尺度数值模拟结果,在选取的特征点位置,风速绝对误差均在2 m/s以内。结果可为风力机的设计、布局、载荷评估及风电场运行控制提供一定参考。 展开更多
关键词 风资源评估 风电场 复杂地形 中微尺度耦合 气象研究与预报模式 计算流体动力学
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基于分步迭代法的无刷同步发电机电枢绕组瞬态温度分析
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作者 薛敬业 陈志辉 《电气工程学报》 北大核心 2026年第1期170-178,共9页
为分析30 kV·A风冷无刷同步发电机的电枢绕组温升趋势,依据流体力学和传热学理论知识,建立发电机的流固耦合模型进行热仿真。由于绕组电阻和铜损随温升而变大,计算时无法求得瞬态时间点下的铜损值,所以在考虑绕组电阻误差容限基础... 为分析30 kV·A风冷无刷同步发电机的电枢绕组温升趋势,依据流体力学和传热学理论知识,建立发电机的流固耦合模型进行热仿真。由于绕组电阻和铜损随温升而变大,计算时无法求得瞬态时间点下的铜损值,所以在考虑绕组电阻误差容限基础上提出分步迭代法,修正绕组铜损,迭代至时间结束,得到2%、5%和8%误差容限下的瞬态温度结果,并拟合出误差容限为0时的电枢绕组最高温度曲线。完成了常温环境下温度测试试验,验证了仿真计算数据的准确性,为预计绕组温升趋势提供了方法。 展开更多
关键词 计算流体力学 流固耦合 分步迭代法 误差容限 瞬态温度
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不同轮轨接触模型对轮轨动力计算的精度分析
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作者 苏天祺 郭欣茹 +2 位作者 王先鹏 王飞 凌亮 《振动与冲击》 北大核心 2026年第3期156-167,181,共13页
轮轨滚动接触是铁路大系统中最关键的接触副之一,选择一种稳健、精确和快速的轮轨滚动接触模型对精确预测车辆和轨道系统动力响应及轮轨踏面磨损至关重要。基于车辆-轨道耦合动力学理论,建立了考虑不同轮轨滚动接触算法的车辆-轨道空间... 轮轨滚动接触是铁路大系统中最关键的接触副之一,选择一种稳健、精确和快速的轮轨滚动接触模型对精确预测车辆和轨道系统动力响应及轮轨踏面磨损至关重要。基于车辆-轨道耦合动力学理论,建立了考虑不同轮轨滚动接触算法的车辆-轨道空间耦合动力学模型,其中轮轨滚动接触数值模型包括:赫兹接触模型、ANALYN模型、MKP(Modified Kik-Piotrowski)模型以及CONTACT模型。利用所建立的数值模型,对比在轮轨界面存在随机不平顺、车轮非圆化磨耗及焊接不平顺情况下轮轨滚动接触算法对轮轨系统动态相互作用的影响。研究结果表明:在车辆-轨道耦合动力学在线仿真计算中,相比于赫兹接触模型,轮轨非赫兹滚动接触模型可更精确地计算轮轨法向动态相互作用,尤其是当轮轨界面存在短波或脉冲型不平顺激扰时;当需要考虑计算效率时,赫兹接触模型可作为折衷选择。该研究可为轮轨动态相互作用及轮轨磨耗预测中轮轨接触模型的选择提供理论参考。 展开更多
关键词 车辆-轨道耦合动力学 轮轨滚动接触模型 轮轨不平顺 轮轨系统动态相互作用 计算效率
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Geometric control of concurrence and quantum gate operations in triangular triple quantum dots
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作者 Junqing Li Shuo Dong Jianhua Wei 《Chinese Physics B》 2026年第2期314-321,共8页
As an important index to measure the degree of entanglement in quantum systems,concurrence plays an important role in practical research.In this paper,we study the concurrence between two qubits in triangular triple q... As an important index to measure the degree of entanglement in quantum systems,concurrence plays an important role in practical research.In this paper,we study the concurrence between two qubits in triangular triple quantum dot structure.Through calculation and simulation,it is found that concurrence is mainly affected by the interdot coupling strength t,Coulomb interactionU,temperature T,and electrode coupling G.Through comparative studies with parallel triple quantum dot structures,we demonstrate that the triangular geometry exhibits significantly enhanced concurrence under identical conditions.In addition,under the condition that concurrence exceeds 0.9,the functional relationship between t and U is obtained through simulation,which provides theoretical support for quantum dot regulation under high entanglement.Finally,we demonstrate the feasibility of implementing a three-qubit quantum gate,using the Toffoli gate as a representative example,under the condition that the triangular triple quantum dot system maintains high entanglement. 展开更多
关键词 transition coupling interaction triangular triple quantum dots quantum entanglement Coulomb interaction quantum computing
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