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Interaction model of artificial fish in virtual environment 被引量:2
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作者 Meng Xiangsong Ban Xiaojuan Yin Yixin 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2008年第5期982-987,共6页
Conventional artificial fish has some shortages on the interaction with environment, other fish, and the animator. This article proposes a multi-tier interaction control model of artificial fish, realizes the interact... Conventional artificial fish has some shortages on the interaction with environment, other fish, and the animator. This article proposes a multi-tier interaction control model of artificial fish, realizes the interaction model through integration of virtual reality technology and Markov sequence, and provides a virtual marine world to describe the interaction between artificial fish and the virtual environment and the interaction between the artificial fish and the animator. Simulation results show that the interaction model owns not only the basic characteristics of virtual biology, but also has high trueness interaction function. 展开更多
关键词 artificial life artificial fish interaction model Markov sequence.
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Application of molecular interaction volume model in separation of Sn-Zn alloy by vacuum distillation 被引量:1
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作者 孔令鑫 杨斌 +4 位作者 李一夫 徐宝强 韩龙 刘大春 戴永年 《Journal of Central South University》 SCIE EI CAS 2013年第12期3372-3378,共7页
The activity of components of Sn-Zn binary alloy system was predicted based on the molecular interaction volume model (MIVM). The calculated values are in good agreement with available experimental data of activitie... The activity of components of Sn-Zn binary alloy system was predicted based on the molecular interaction volume model (MIVM). The calculated values are in good agreement with available experimental data of activities, which indicates that this model is of stability and reliability because the MIVM has a good physical basis. The vapor-liquid phase equilibrium of Sn-Zn alloy system in vacuum distillation was calculated as a function of the activity coefficient. The results show that the content of Sn in vapor phase is 4.2x 10-7 (mass fraction) while in liquid phase it is 90% (mass fraction) at 1 073 K, and the content of Sn in vapor phase increases with increasing the melt temperature and content of Sn in liquid phase. Vacuum distillation experiments were carried out on Sn-Zn alloy for the proper interpretation of the results of the MIVM in the temperature range of 973-1 273 K under pressures of 15-200 Pa. The experimental results show that the content of Sn in vapor phase is 5x 10 6 (mass fraction) while in liquid phase it is 90% (mass fraction) under the operational condition of 1 073 K, 100 rain and 15 Pa. The experimental results are in good agreement with the predicted values of the MIVM for Zn-Sn binary alloy system. 展开更多
关键词 vacuum distillation molecular interaction volume model (MIVM) SEPARATION
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Risk identification and safety assessment of human-computer interaction in integrated avionics based on STAMP
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作者 ZHAO Changxiao LI Hao +2 位作者 ZHANG Wei DAI Jun DONG Lei 《Journal of Systems Engineering and Electronics》 SCIE CSCD 2024年第3期689-706,共18页
To solve the problem of risk identification and quantitative assessment for human-computer interaction(HCI)in complex avionics systems,an HCI safety analysis framework based on system-theoretical process analysis(STPA... To solve the problem of risk identification and quantitative assessment for human-computer interaction(HCI)in complex avionics systems,an HCI safety analysis framework based on system-theoretical process analysis(STPA)and cognitive reliability and error analysis method(CREAM)is proposed.STPACREAM can identify unsafe control actions and find the causal path during the interaction of avionics systems and pilot with the help of formal verification tools automatically.The common performance conditions(CPC)of avionics systems in the aviation environment is established and a quantitative analysis of human failure is carried out.Taking the head-up display(HUD)system interaction process as an example,a case analysis is carried out,the layered safety control structure and formal model of the HUD interaction process are established.For the interactive behavior“Pilots approaching with HUD”,four unsafe control actions and35 causal scenarios are identified and the impact of common performance conditions at different levels on the pilot decision model are analyzed.The results show that HUD's HCI level gradually improves as the scores of CPC increase,and the quality of crew member cooperation and time sufficiency of the task is the key to its HCI.Through case analysis,it is shown that STPACREAM can quantitatively assess the hazards in HCI and identify the key factors that impact safety. 展开更多
关键词 AVIONICS human-computer interaction(HCI) safety assessment system-theoretic accident model and process human reliability analysis
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Comparative study on the oblique water-entry of high-speed projectile based on rigid-body and elastic-plastic body model 被引量:1
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作者 Xiangyan Liu Xiaowei Cai +3 位作者 Zhengui Huang Yu Hou Jian Qin Zhihua Chen 《Defence Technology(防务技术)》 2025年第4期133-155,共23页
To examine the similarities and differences in the evolution of cavity,wetting and dynamics of a highspeed,oblique water-entry projectile with different positive angles of attack,a comparative analysis has been conduc... To examine the similarities and differences in the evolution of cavity,wetting and dynamics of a highspeed,oblique water-entry projectile with different positive angles of attack,a comparative analysis has been conducted based on the numerical results of two mathematical models,the rigid-body model and fluid-structure interaction model.In addition,the applicable scope of the above two methods,and the structural response characteristics of the projectile have also been investigated.Our results demonstrate that:(1) The impact loads and angular motion of the projectile of the rigid-body method are more likely to exhibit periodic variations due to the periodic tail slap,its range of positive angles of attack is about α<2°.(2) When the projectile undergone significant wetting,a strong coupling effect is observed among wetting,structural deformation,and projectile motion.With the applied projectile shape,it is observed that,when the projectile bends,the final wetting position is that of Part B(cylinder of body).With the occu rrence of this phenomenon,the projectile ballistics beco me completely unstable.(3) The force exerted on the lower surface of the projectile induced by wetting is the primary reason of the destabilization of the projectile traj ectory and structu ral deformation failure.Bending deformation is most likely to appear at the junction of Part C(cone of body) and Part D(tail).The safe angles of attack of the projectile stability are found to be about α≤2°. 展开更多
关键词 Fluid-structure interaction Rigid-body model Elastic-plastic model Structural deformation Impact loads Structural safety of projectile
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Different Ablation Models for the Wall-plasma Interaction Process in Pulsed Plasma Thruster 被引量:3
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作者 YANG Lei LIU Xiangyang WANG Siyu XIE Kan WU Zhiwen WANG Ningfei 《高电压技术》 EI CAS CSCD 北大核心 2013年第9期2301-2308,共8页
Ablation excited by current pulses is a very critical physical process in pulse plasma thrusters(PPT).Its effects on wall-plasma interaction directly determine the PPT performances.In order to reveal the process of th... Ablation excited by current pulses is a very critical physical process in pulse plasma thrusters(PPT).Its effects on wall-plasma interaction directly determine the PPT performances.In order to reveal the process of the ablated wall interaction with the discharge plasma in PPT,ablation models formulated by three different boundary conditions at the wall-plasma interface are studied.These are the two widely used high-speed evaporation models(Model-L and Model-M),and the recently developed Keida-Zaghloul model(Model-K)of the Knudsen layer that takes into account the internal degrees of freedom on the energy flux conservation.First,fundamental mechanisms of the three ablation models are clarified by comparative analysis in order to gain a comprehensive understanding of the wall-plasma interaction.Then,the applicability of different ablation models with the numerical solutions of LES-6 PPT is investigated in detail using magnetohydrodynamic(MHD)modeling.Results show that Model-L and Model-M are actually special cases of Model-K when a simplified jump conditions limited by high velocity at the vapor/plasma interface is used;A ratio of ablation rate in Model-L to that in Model-M is about 0.8at the same wall surface temperature,while it rises to 1 at different surface temperature determined by Model-L and Model-M in PPT.Even though Model-K solution requires significant computational time,it shows more accurate ablation feature for the wall-plasma interaction and possesses better computing precision of impulse bit during post-pulse which is useful for future studies of the late time ablation. 展开更多
关键词 等离子体推进器 蒸发模型 电流脉冲 壁挂式 脉冲等离子体推力器 相互作用 交互 放电等离子体
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Interaction between geological body and structural body in a three-body model
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作者 YANG Sen ZHANG Nong +3 位作者 KAN Jia-guang FENG Xiao-wei PAN Dong-jiang ZHAO Qi-feng 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第12期2877-2893,共17页
A three-body model composed of two geological bodies and a structural body was developed to explore how ground-support systems respond to axial loads in underground spaces. A detailed method was designed to fabricate ... A three-body model composed of two geological bodies and a structural body was developed to explore how ground-support systems respond to axial loads in underground spaces. A detailed method was designed to fabricate physical scale-model specimens for testing. Three types of specimens were constructed to investigate how three different materials reacted to each other under load. The three types of specimens were called the weak-rock model, hard-rock model and mixed model. The results of uniaxial compression tests show that the mechanical behaviour of a three-body structural support is closely related to the interaction between the three bodies, but owing to different mechanisms, the three types of material behave very differently. To explain the test results, numerical simulations were conducted to explore fully the load responses of the three-body model specimens. The numerical simulations verify the hypotheses proposed for how the three types of material interact. 展开更多
关键词 three-body model interaction mechanism ground-support system uniaxial compression
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The Creative Design Research of Product Appearance Based on Human-machine Interaction and Interface 被引量:1
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作者 WANG Zheng, HE Wei-ping, ZHANG Ding-hua, YU Sui-huai, CAI Hong-ming (Contemporary Design and Integrated Manufacturing Technology Laboratory , Northwestern Polytechnical University, Xi’an 710072, China) 《厦门大学学报(自然科学版)》 CAS CSCD 北大核心 2002年第S1期152-153,共2页
Today’s product creative design has rendered many fe atures and has brought a great change in our everyday life, there are many new c hallenges in its traditional theory and principle. According to the traditional de... Today’s product creative design has rendered many fe atures and has brought a great change in our everyday life, there are many new c hallenges in its traditional theory and principle. According to the traditional design theory, the FBS design model pays more attention to the function and stru cture of the product. But this model still couldn’t strengthen the relation bet ween product appearance design and human-machine design effectively. This paper adopt converse design thinking and presents an improved design thinking methodo logy based on C: FBS for product appearance design and give a general summarizat ion for the features, methods and technology based on human-machine interaction and interface. Meanwhile it also combines with the behavior design of product r elated IT fields and constructs a new outline to improve the design of product a ppearance supported by the technology of computer aided design. So the new metho d about design thinking for computer aided design, the new abstract product design model and the key problem of design thinking based on human-machine inte raction and interface are addressed in this paper. This kind of creative design theory that is driven by human-machine interaction and interface will help the development of CAD software system and the research of product design and manufa cture. Additionally, this paper gives some beneficial characters to address the theory based on human-machine interaction and interface. Meanwhile, combining with the developing of computer technology, the trends of design thinking based on t he technology of human-machine interaction and interface are also analyzed and discussed at the end of this paper. 展开更多
关键词 C:FBS model product appearance design human-ma chine interaction and interface(HMI&I) computer aided design(CAD)
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Study of high-speed interaction processes between fluoropolymer projectiles and aluminum-based targets
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作者 Evgeny A.KHMELNIKOV Alexey V.STYROV +6 位作者 Konstantin V.SMAGIN Natalia S.KRAVCHENKO Valery L.RUDENKO Vladimir I.FALALEEV Sergey S.SOKOLOV Artem V.SVIDINSKY Natalia F.SVIDINSKAYA 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2015年第1期56-64,共9页
The experimental results and numerical modeling of penetration process of fluoropolymer projectiles in aluminum-based targets are presented. Analysis of mathematical models for interaction of elastoplastic projectile ... The experimental results and numerical modeling of penetration process of fluoropolymer projectiles in aluminum-based targets are presented. Analysis of mathematical models for interaction of elastoplastic projectile and target without taking additional energy released during interaction of fluoropolymer and aluminum into consideration is carried out. Energy fraction which is spent effectively on the increase in cavity volume is determined. The experimental and calculated results of penetration by combined and inert projectiles are compared. 展开更多
关键词 REACTIVE materials FLUOROPOLYMER High SPEED strain interaction Aluminum TITANIUM alloy Numerical modeling
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A novel refined dynamic model of high-speed maglev train-bridge coupled system for random vibration and running safety assessment
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作者 MAO Jian-feng LI Dao-hang +3 位作者 YU Zhi-wu CAI Wen-feng GUO Wei ZHANG Guang-wen 《Journal of Central South University》 SCIE EI CAS CSCD 2024年第7期2532-2544,共13页
Running safety assessment and tracking irregularity parametric sensitivity analysis of high-speed maglev train-bridge system are of great concern,especially need perfect refinement models in which all properties can b... Running safety assessment and tracking irregularity parametric sensitivity analysis of high-speed maglev train-bridge system are of great concern,especially need perfect refinement models in which all properties can be well characterized based on various stochastic excitations.A three-dimensional refined spatial random vibration analysis model of high-speed maglev train-bridge coupled system is established in this paper,in which multi-source uncertainty excitation can be considered simultaneously,and the probability density evolution method(PDEM)is adopted to reveal the system-specific uncertainty dynamic characteristic.The motion equation of the maglev vehicle model is composed of multi-rigid bodies with a total 210-degrees of freedom for each vehicle,and a refined electromagnetic force-air gap model is used to account for the interaction and coupling effect between the moving train and track beam bridges,which are directly established by using finite element method.The model is proven to be applicable by comparing with Monte Carlo simulation.By applying the proposed stochastic framework to the high maglev line,the random dynamic responses of maglev vehicles running on the bridges are studied for running safety and stability assessment.Moreover,the effects of track irregularity wavelength range under different amplitude and running speeds on the coupled system are investigated.The results show that the augmentation of train speed will move backward the sensitive wavelength interval,and track irregularity amplitude influences the response remarkably in the sensitive interval. 展开更多
关键词 maglev train-bridge interaction electromagnetic force-air gap model stochastic dynamic analysis running safety assessment probability density evolution method
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融合数字孪生与长短期记忆神经网络方法的混凝土水化热温度预测 被引量:1
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作者 殷新锋 李旭辉 +2 位作者 黄胄 陈勉 虞永杰 《西安建筑科技大学学报(自然科学版)》 北大核心 2025年第2期167-173,316,共8页
针对大体积混凝土水化过程的多变性和非线性,为预测混凝土水化热温度的趋势与峰值,提出基于数字孪生(Digital Twin,DT)和长短期记忆神经网络(Long Short-Term Memory,LSTM)的承台大体积混凝土水化热温度预测方法.该方法通过构建“物理... 针对大体积混凝土水化过程的多变性和非线性,为预测混凝土水化热温度的趋势与峰值,提出基于数字孪生(Digital Twin,DT)和长短期记忆神经网络(Long Short-Term Memory,LSTM)的承台大体积混凝土水化热温度预测方法.该方法通过构建“物理实体、虚拟实体、孪生数据、服务、链接”五个维度的承台大体积混凝土数字孪生模型,对混凝土水化过程中的关键参数进行实时监测和数据交互,确保有限元模型的准确性,并结合LSTM网络进行数据分析和预测.结果表明:数字孪生技术能通过数据交互更新出最优参数值,随着交互次数的增加,模型模拟值不断趋近实测结果;LSTM神经网络对混凝土温度变化情况预测较为准确,实测对比发现输出值与实测值最大差值为1.32℃,相差2.8%,训练结果的平均绝对误差均值为0.7624,决定系数最低达到0.9742. 展开更多
关键词 大体积混凝土 水化反应 LSTM 数字孪生五维模型 数据交互 温度预测
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智能革命下的人力重构:DeepSeek、Manus类生成式人工智能对人力资源市场的挑战、影响及治理研究 被引量:4
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作者 李志 骆行 《重庆大学学报(社会科学版)》 北大核心 2025年第3期105-117,共13页
在数字化智能革命深入推进的背景下,DeepSeek、Manus类生成式人工智能正以颠覆性力量重构人力资源市场,促使传统岗位自动化替代与新型职业模式迅速涌现,进而引发技能结构和价值分配体系的根本性变革。此研究以DeepSeek、Manus类生成式... 在数字化智能革命深入推进的背景下,DeepSeek、Manus类生成式人工智能正以颠覆性力量重构人力资源市场,促使传统岗位自动化替代与新型职业模式迅速涌现,进而引发技能结构和价值分配体系的根本性变革。此研究以DeepSeek、Manus类生成式人工智能为切入点,构建了智能革命与人力资源市场互动关系的理论模型,系统梳理了技术冲击维度和市场重构机制,深入分析了知识密集型岗位自动化、认知劳动价值链重构、人机协作模式演进以及传统技能与新兴技能转换的内在逻辑。研究发现,DeepSeek、Manus类生成式人工智能在提升生产效率、优化劳动过程、促进产业升级等方面发挥了积极作用,但其快速应用的同时也暴露出人事制度滞后、职业认证断层、算法偏见和数字监控等伦理风险,导致劳动者利益保障、就业公平及社会保障体系面临严峻挑战。针对上述问题,文章提出以制度创新为核心,构建动态适应的监管框架和全民基本技能账户,强化劳动关系立法;同时,通过产教融合、公共支持和职业转型培训等措施,优化人才培养机制,提升终身学习能力,实现人机协同和高质量人力资本培养。此外,设立过渡期就业保障基金、完善数字税及收入再分配机制,以缓解数字鸿沟引发的收入极化风险。研究结论认为,技术进步与市场变革虽为人力资源市场带来前所未有的发展机遇,但必须通过多维度协同治理和制度保障,方能推动技术红利公平惠及全体劳动者,从而实现生产力与人力资本的协同提升和社会整体稳定。文章的理论分析和治理建议不仅可以为政府和企业制定应对智能革命冲击的政策措施提供理论支撑和实践参考,也能够为未来深入探索新型人力资源管理模式指明方向。 展开更多
关键词 DeepSeek MANUS 人力资源 生成式人工智能 智能革命 互动关系模型
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硫醇吸附挥发性有机气体(VOCs)的气敏机理 被引量:1
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作者 张海燕 李琦 +2 位作者 王梓臻 文豪 刘丹凤 《原子与分子物理学报》 CAS 北大核心 2025年第3期35-44,共10页
化学电阻气体传感器对于空气质量、食品检测和人体呼吸有着重要作用.传感器上修饰物硫醇与待测的VOCs之间吸附的气敏机理分析是选择硫醇、预测吸附能力与特异性的重要手段.本文选取了11-巯基-1-十一醇(MUD)和4-甲氧基苄硫醇(MTT)两种常... 化学电阻气体传感器对于空气质量、食品检测和人体呼吸有着重要作用.传感器上修饰物硫醇与待测的VOCs之间吸附的气敏机理分析是选择硫醇、预测吸附能力与特异性的重要手段.本文选取了11-巯基-1-十一醇(MUD)和4-甲氧基苄硫醇(MTT)两种常见的硫醇与六种典型的VOCs(乙醇ETN、异丙醇IPA、丙酮ACN、正己烷HXN、甲苯TLN、苯甲醛BND),基于密度泛函理论(DFT),计算其表面静电势(ESP)并建立气体吸附模型.在气体吸附模型的基础上计算其吸附能,并分析其弱相互作用,从微观角度解释气体吸附的作用机理.实验结果表明,具有羟基的MUD分子对同样有羟基的气体(如ETN、IPA)能够以氢键的方式吸附,具有较强的选择效果;具有苯环的MTT分子与具有苯环结构的气体分子(如TLN、BND)吸附时会在苯环之间形成π-π堆积,基于色散作用进行吸附,这表明MTT分子对具有苯环结构的气体有着较强的吸附作用.研究发现其色散作用吸附的强弱与分子的表面ESP绝对值有关.本文对于传感器表面修饰物吸附气体的气敏机理进行了探究,并对表面修饰物的选择和实验结果预测提供了理论指导. 展开更多
关键词 硫醇 VOCS DFT 表面静电势 气体吸附模型 弱相互作用分析
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基于BIM模型的矿井泵房设备异常监测系统研发 被引量:1
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作者 李雯静 焦宇豪 +1 位作者 邱立强 马倩 《金属矿山》 北大核心 2025年第1期224-232,共9页
针对矿井泵房的可视化监测难题,结合泵房设备状态的实时监测需求,提出了一种基于BIM的矿井泵房设备异常监测方法。分析了当前矿井泵房设备监测可视化水平较低、设备异常监测不及时、信息共享能力不足等问题,以BIM技术具备的三维可视化... 针对矿井泵房的可视化监测难题,结合泵房设备状态的实时监测需求,提出了一种基于BIM的矿井泵房设备异常监测方法。分析了当前矿井泵房设备监测可视化水平较低、设备异常监测不及时、信息共享能力不足等问题,以BIM技术具备的三维可视化效果好、管理精细化程度高以及覆盖项目全生命周期等优势为依托,结合深度学习理论构建了一种矿井泵房设备异常监测系统。首先,基于Revit软件及其二次开发插件构建矿井泵房的BIM轻量化模型,该模型能有效降低内存资源消耗,实现BIM模型在Web端的场景流畅显示;其次,引入长短时记忆网络构建设备异常监测模型,通过模型预测数据与实时采集数据对比识别设备运行情况,提升异常数据监测的准确率;最后,基于Web框架和Web Socket通信协议进行系统开发,通过传感器数据与模型信息的融合展示,提升监测的可交互性与实时性。研究表明:该系统能直观地将设备的状态信息进行可视化描述,对设备的运行数据和生产数据能够进行实时管理分析并有效监测设备的异常状态,提高了矿井泵房的监测效率。 展开更多
关键词 BIM模型 异常监测 矿井泵房 系统交互
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细长输流管道大变形动力学研究进展 被引量:1
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作者 陈伟 曹润青 +2 位作者 胡嘉纯 代胡亮 王琳 《力学进展》 北大核心 2025年第1期113-174,共62页
细长输流管道是发动机液压装置、航空加油机、核工业热交换器、海洋钻井平台等工程装备系统的一类重要结构.当流速较高时,细长管道可能会发生屈曲或颤振等流致失稳现象,严重时可酿成重大安全事故.输流管道的流致失稳及其非线性振动是典... 细长输流管道是发动机液压装置、航空加油机、核工业热交换器、海洋钻井平台等工程装备系统的一类重要结构.当流速较高时,细长管道可能会发生屈曲或颤振等流致失稳现象,严重时可酿成重大安全事故.输流管道的流致失稳及其非线性振动是典型的流固耦合力学行为,已成为结构动力学、流固耦合力学等研究领域的一个普遍性范例.在建立动力学方程、明确稳定性机理和分析非线性振动规律之后,近年来人们极其关注输流管道的大变形/大位移动力学问题.本文系统介绍了细长输流管道非线性振动,特别是其弯曲大变形动力学的研究进展.首先,概述了输流管系统的非线性特征及其分类,简要分析了一些常用假设的合理性.其次,重点介绍了泰勒展开近似模型、几何精确理论模型、绝对节点坐标描述计算模型、数据驱动模型及相关的其他建模与求解方法.然后,针对两端支撑管道和悬臂管道两类有本质区别的动力学系统,回顾了其非线性动力学机理与演化规律,重点介绍了悬臂管道从小变形假设到大变形响应的一些新近研究进展.在此基础上,还介绍了提高输流管稳定性、抑制输流管非线性振动和利用输流管大变形响应的主要方法.最后,对细长输流管道大变形动力学的研究现状进行了归纳总结,并指出值得关注的几个基础性科学问题. 展开更多
关键词 输流管道 流固耦合 大变形动力学 几何精确模型 绝对节点坐标法
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拥有兄弟姐妹如何影响青少年的认知能力和主观幸福感? 被引量:1
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作者 梁文艳 何茜 《华东师范大学学报(教育科学版)》 北大核心 2025年第1期81-95,共15页
本研究对兄弟姐妹数量与青少年成长之间的关系进行了全面的理论探讨,并利用2010—2018年中国家庭追踪调查数据,为识别兄弟姐妹对青少年认知能力和主观幸福感的影响提供了微观证据。实证研究结果表明:拥有1个兄弟姐妹对青少年的主观幸福... 本研究对兄弟姐妹数量与青少年成长之间的关系进行了全面的理论探讨,并利用2010—2018年中国家庭追踪调查数据,为识别兄弟姐妹对青少年认知能力和主观幸福感的影响提供了微观证据。实证研究结果表明:拥有1个兄弟姐妹对青少年的主观幸福感有积极影响,这种影响效应随年龄增长而加强,并且在成年后依旧保持稳定;拥有兄弟姐妹可能对青少年的数学类认知能力产生负向影响,这种影响主要体现在较低学段样本中,并随年龄增长逐渐消失。本研究为父母制定生育决策时更有效地开展成本收益分析提供了支持,也为缓解养育焦虑、完善生育政策以及促进人口可持续发展提供了政策启示。 展开更多
关键词 资源稀释 群聚理论 同胞互动模型 认知能力 主观幸福感
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面向自然人智交互的共享心智模型
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作者 张亮 王晓宇 +2 位作者 刘舫 马翠霞 王宏安 《心理学探新》 北大核心 2025年第3期195-202,共8页
自然而智能的人机交互是未来人机协同的发展趋势,这就要求智能体具备理解人类意图和实现类人协作的能力。然而,现有认知模型在应对动态性、复杂性和社会性交互需求方面存在局限,难以有效支持自然人-智能体交互系统的设计与评估。因此,... 自然而智能的人机交互是未来人机协同的发展趋势,这就要求智能体具备理解人类意图和实现类人协作的能力。然而,现有认知模型在应对动态性、复杂性和社会性交互需求方面存在局限,难以有效支持自然人-智能体交互系统的设计与评估。因此,基于经典认知模型框架,并结合心理理论等社会认知机制,共享心智模型在感知、认知、行为三大模块的基础上,创新性地引入共享空间模块,构建了包含共同经验、心理理论等模块的多维理论框架。通过共享外部空间的情境同步和共享内部空间的认知对齐,该模型能够动态描述人智交互过程中的协同机制,为设计具有社会智能的交互系统提供理论支撑,并为交互自然性的量化评估与优化提供新思路。 展开更多
关键词 人智交互 自然交互 认知模型 心理理论
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大模型辅助的研发合作机会识别与可交互图谱构建 被引量:1
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作者 郝世博 史东昊 +2 位作者 朱学芳 孙明汉 宦昭润 《情报杂志》 北大核心 2025年第4期173-180,189,共9页
[研究目的]为提高科技成果转化效率和质量、优化创新资源配置,实现技术供需精准对接和挖掘潜在研发合作机会。[研究方法]首先通过大语言模型辅助智能抽取得到关键技术信息,利用不同模型获得文本嵌入向量表征并生成相似度矩阵;其次使用... [研究目的]为提高科技成果转化效率和质量、优化创新资源配置,实现技术供需精准对接和挖掘潜在研发合作机会。[研究方法]首先通过大语言模型辅助智能抽取得到关键技术信息,利用不同模型获得文本嵌入向量表征并生成相似度矩阵;其次使用最优模型编码的专利相似度数据生成创新主体相似度,并构建满足多元化场景挖掘需求的研发合作机会可交互网络图谱;最后以激光增材制造领域为例验证了该文所提方法的可行性。[研究结果/结论]案例研究表明,所提出的研发合作机会识别与可交互网络图谱构建方法能够为企业技术创新及高校院所专利转化运用提供更为精准的决策支撑。 展开更多
关键词 专利文本嵌入 大语言模型 研发合作机会识别 可交互网络图谱 激光增材制造
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基于注意力网络与生物机械混杂实验的韧性交互模型
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作者 刘磊 崔圣光 高岩 《上海理工大学学报》 北大核心 2025年第4期449-460,470,共13页
现有的自动建模方法与生物集群信息处理特点不匹配,导致单体信息交互建模难以实现。为此,自主设计生物机械混杂系统以启发人工复杂系统调控,该系统通过将生物组织与机械元件结合,开展受控生物实验。在2鱼实验中,通过引入受控机械单体观... 现有的自动建模方法与生物集群信息处理特点不匹配,导致单体信息交互建模难以实现。为此,自主设计生物机械混杂系统以启发人工复杂系统调控,该系统通过将生物组织与机械元件结合,开展受控生物实验。在2鱼实验中,通过引入受控机械单体观察鱼类在威胁环境下的交互行为,并基于注意力机制构建2鱼韧性交互模型,以挖掘高影响力的时空信息特征。为验证模型复现鱼类避障行为的能力,对单体行为、整体秩序及交互运动进行仿真分析,并将仿真结果与原始数据进行对比。最后,通过机器威胁的参数敏感性分析验证模型的可解释性。实验结果表明:注意力机制能有效捕捉2鱼在机械靠近时的规避反应,揭示了威胁环境下生物交互行为的内在规律,为理解更大规模生物群体在威胁环境中的交互机制提供了重要建模基础。所提方法有望在复杂对抗环境下的集群机器人系统中得到应用。 展开更多
关键词 生物机械混杂系统 社会性交互 韧性交互模型 集群躲避运动 复杂系统控制
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基于交互式列线图早期预测腹膜透析患者主要不良事件风险研究
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作者 刘胜凤 薄祥敏 +1 位作者 陈飞佳 张旋 《医学研究与战创伤救治》 北大核心 2025年第2期164-169,共6页
目的探讨腹膜透析(PD)患者发生主要不良事件(MAE)的危险因素并开发基于交互式列线图的预测模型。方法回顾性分析2014年5月至2022年8月在江苏省中医院肾内科腹透中心PD治疗的268例患者的临床资料。收集患者的基线特征、既往史和辅助检查... 目的探讨腹膜透析(PD)患者发生主要不良事件(MAE)的危险因素并开发基于交互式列线图的预测模型。方法回顾性分析2014年5月至2022年8月在江苏省中医院肾内科腹透中心PD治疗的268例患者的临床资料。收集患者的基线特征、既往史和辅助检查结果。随访1年内发生全因死亡、主要心血管不良事件或转为血液透析任一事件,即判定为MAE。根据首次入院时间将总样本分为训练集(n=180)和验证集(n=88),采用最小绝对收缩和选择算子(LASSO)回归算法筛选MAE的最佳预测特征,利用多变量Logistic回归构建预测模型并在验证集中进行验证。通过受试者工作特征曲线下面积(AUC)、校准曲线和决策曲线分析(DCA)来评估模型的区分度、校准度和临床应用性。结果随访1年内训练集和验证集分别有32例(17.8%)和14例(15.9%)患者发生MAE。血清白蛋白、血红蛋白和血钠为PD患者MAE的最优预测因子。预测模型在训练集和验证集的AUC分别为0.92和0.88,并且均通过了校准度检验(P>0.05)。DCA显示模型具有临床应用价值,最后基于Shiny程序开发预测模型的网页交互式列线图。结论该预测模型可有效识别PD患者1年内MAE发生风险,交互式列线图可作为临床评估工具提供辅助决策建议。 展开更多
关键词 腹膜透析 主要不良事件 预测模型 交互式列线图
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某金矿全尾砂絮凝沉降参数优化及机理分析
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作者 王金星 杨涵 +2 位作者 杨小林 陈峰宾 焦华喆 《河南理工大学学报(自然科学版)》 北大核心 2025年第5期91-99,共9页
目的针对全尾砂浓密脱水困难、底流质量浓度低等问题,优化全尾砂絮凝沉降参数并分析其作用机理。方法选择合适的速凝剂,构建试验系统模拟深锥浓密机;以耙架剪切速度、尾砂入料质量浓度、絮凝剂单耗、絮凝剂溶液浓度为自变量因素,以底流... 目的针对全尾砂浓密脱水困难、底流质量浓度低等问题,优化全尾砂絮凝沉降参数并分析其作用机理。方法选择合适的速凝剂,构建试验系统模拟深锥浓密机;以耙架剪切速度、尾砂入料质量浓度、絮凝剂单耗、絮凝剂溶液浓度为自变量因素,以底流质量浓度作为研究指标,借助Design-Expert软件设计了29组试验,根据试验结果构建二次多项式回归模型;综合回归模型方差分析和响应曲面分析,探究单因素和多因素交互作用对底流质量浓度的影响,确定最优絮凝沉降参数;分析絮凝剂及耙架剪切作用机理。结果以分子量为2000万的阴离子型聚丙烯酰胺为絮凝剂的浓密试验中,尾砂入料质量浓度是影响底流质量浓度的最显著性单因素,耙架剪切速度和尾砂入料质量浓度的交互作用是影响底流质量浓度的最显著性因素。结论絮凝沉降模型的最优试验参数组合为尾砂入料质量浓度21.24%、耙架剪切速率0.121 r/min、絮凝剂单耗6.73 g/t、絮凝剂溶液质量浓度0.031%,此条件下底流质量浓度为55.28%。在絮凝剂单耗适中的情况下,絮凝剂通过水解形成的高分子链均匀分布在溶液中,可充分吸附尾砂颗粒,单耗过高和过低,都不能充分发挥絮凝剂的架桥作用。耙架剪切对尾砂浓密的机理在于剪切作用能破坏封闭的絮团结构,解放封闭在絮团内部的水,使絮团能结合更多的尾砂颗粒,密度增加,在重力作用下向下运动,增加了浓密机的底流质量浓度。 展开更多
关键词 全尾砂 因素交互作用 絮凝沉降模型 浓密机理
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