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基于约束卡尔曼滤波的信控干线动态OD估计
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作者 郭瑞军 盛诣皓 +1 位作者 姜凯宁 郝梓彤 《交通运输系统工程与信息》 北大核心 2026年第1期55-64,共10页
针对城市干线多路径交通需求时变,传统的OD估计方法难以满足信号协调控制对精度与实时性的要求,本文提出一种基于等式约束卡尔曼滤波的干线动态OD估计方法。模型首先建立干线中转向流量与OD之间的时空映射关系,分析信控交叉口上游信号... 针对城市干线多路径交通需求时变,传统的OD估计方法难以满足信号协调控制对精度与实时性的要求,本文提出一种基于等式约束卡尔曼滤波的干线动态OD估计方法。模型首先建立干线中转向流量与OD之间的时空映射关系,分析信控交叉口上游信号配时对下游车流量到达的关系,增加额外等式关系引入观测方程以提高模型准确性。为确保状态估计满足流量守恒等物理约束,采用带等式约束的卡尔曼滤波方法,并基于最小均方误差原则推导状态修正机制并求解模型。以大连市山东路干线交通为应用案例,结果表明:关键路径OD的平均绝对百分比误差(MAPE)分别为12.3%和17.5%。与传统转向流量模型相比,所提方法在精度上具有一定提升,能更好地捕捉OD流量的时变特征,可以为干线多路径信号协调控制提供可靠的实时输入。 展开更多
关键词 城市交通 动态od估计 约束卡尔曼滤波 信号配时条件 转向流量
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粉末热轧9Cr-ODS钢三维组织及力学性能研究
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作者 邹东利 崔书山 +2 位作者 何立峰 陈长安 张胜 《钢铁研究学报》 北大核心 2026年第1期122-132,共11页
先进核能系统的发展,对其核心结构材料提出了更高要求。本文在粉末冶金制备基础上,结合热轧与热处理工艺,制备了高性能9Cr-ODS钢板材,系统研究了板材的三维显微组织及力学性能。结果表明,9Cr-ODS钢三维显微组织具有典型的轧制态特征,轧... 先进核能系统的发展,对其核心结构材料提出了更高要求。本文在粉末冶金制备基础上,结合热轧与热处理工艺,制备了高性能9Cr-ODS钢板材,系统研究了板材的三维显微组织及力学性能。结果表明,9Cr-ODS钢三维显微组织具有典型的轧制态特征,轧向-横向轧制表面由等轴状晶粒组成,横向-法向、轧向-法向面由严重变形拉长的晶粒组成,长径比大于10。9Cr-ODS钢中存在Cr元素分布不均匀的现象,同时存在一定密度的位错结构以及弥散分布的球状强化相。9Cr-ODS钢力学性能具有一定的不均匀性,标准大样品之间差异较小,而板状小样品力学性能与取样位置密切相关,特别是断后伸长率,最大差别可达30%以上。9Cr-ODS钢以沿晶和穿晶断裂为主,拉伸过程发生明显的缩颈行为,断口形貌为层叠纤维状,片层之间的间距约3~5μm。 展开更多
关键词 9Cr-odS钢 三维显微组织 力学性能 粉末热轧 热处理
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基于Neural ODE-CGE模型的高耗能行业对碳排放及碳市场的影响评估方法
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作者 霍成军 程雪婷 +3 位作者 刘晋魁 邹鹏 万军 吴佳 《电力科学与技术学报》 北大核心 2026年第1期233-242,共10页
高耗能行业是中国碳排放的主要来源,降低高耗能行业的碳排放量是当前碳减排工作的紧要任务。目前,高耗能行业缺乏有力的碳排放约束机制,其减排的动力明显不足。为解决这一问题,提出了一种结合神经网络差分方程(neural ordinary differen... 高耗能行业是中国碳排放的主要来源,降低高耗能行业的碳排放量是当前碳减排工作的紧要任务。目前,高耗能行业缺乏有力的碳排放约束机制,其减排的动力明显不足。为解决这一问题,提出了一种结合神经网络差分方程(neural ordinary differential equations,Neural ODE)和可计算一般均衡(computable general equilibrium,CGE)模型的仿真方法,设计了基准情景和3个减排情景,以2022年国家与某省的投入产出数据为依据,评估高耗能行业参与碳交易对省域碳排放和碳市场的影响。研究表明,相比于不额外增加其他政策的情况,高耗能行业参与碳市场交易会有效降低能源消耗量和碳排放总量,提高碳市场交易总量与交易价格,并促使该省在2028年实现碳达峰。 展开更多
关键词 Neural odE模型 CGE模型 高耗能行业 碳交易 碳排放
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广东省ODS的备案管理、现场调研和实验分析研究
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作者 王仪 崔金山 +4 位作者 向运荣 黄晓晴 宋伟 张艳利 王新明 《安全与环境工程》 北大核心 2026年第1期323-331,共9页
消耗臭氧层物质(ozone-depleting substances,ODS)因其对臭氧层的破坏作用,已成为全球环境保护领域的重点关注对象。作为使用ODS的重要省份之一,广东省ODS的淘汰工作对中国履行《蒙特利尔议定书》的承诺至关重要。为深入了解广东省ODS... 消耗臭氧层物质(ozone-depleting substances,ODS)因其对臭氧层的破坏作用,已成为全球环境保护领域的重点关注对象。作为使用ODS的重要省份之一,广东省ODS的淘汰工作对中国履行《蒙特利尔议定书》的承诺至关重要。为深入了解广东省ODS备案管理的现状,对2023年广东省涉ODS的330家企业的备案信息进行了统计分析,并筛选出代表性企业进行实地调研,同时对重点行业企业开展了现场采样和实验室分析。结果表明:①广东省已建立较为完善的备案体系,明确了备案范围、流程及管理部门,并制定了地方管理规定;整体备案管理效果良好,备案企业数量增长迅速,自2022年至2023年增加了122家,备案率提升了7.4%,且被调研企业中未发现超量使用ODS的情况;然而,整体备案率为87.5%,准确率仅为78.6%,备案的完整性和准确性仍有待提升。②现场调研发现,实际涉及使用与销售含氢氯氟烃(hydrochlorofluorocarbons,HCFCs)-142b的企业存在备案缺失或信息不准确的现象,反映出监管存在薄弱环节;同时,在ODS维修回收领域,企业层面具体ODS物质种类的备案空白与维修活动中未对ODS进行回收共同构成管理挑战,揭示了回收机制尚不完善。③重点行业采样分析发现未备案企业回收的制冷剂中含有ODS成分,且存在已淘汰物质CFC-12的存量风险。针对ODS备案管理,建议进一步加强对深圳市、广州市等重点地区的监管力度,尤其是对HCFC-142b的监管,以及对报废机动车回收行业的存量管控。 展开更多
关键词 消耗臭氧层物质(odS) 广东省 备案管理 含氢氯氟烃(hydrochlorofluorocarbons HCFCs)
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Stiffness-tunable biomaterials provide a good extracellular matrix environment for axon growth and regeneration
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作者 Ronglin Han Lanxin Luo +4 位作者 Caiyan Wei Yaru Qiao Jiming Xie Xianchao Pan Juan Xing 《Neural Regeneration Research》 SCIE CAS 2025年第5期1364-1376,共13页
Neuronal growth, extension, branching, and formation of neural networks are markedly influenced by the extracellular matrix—a complex network composed of proteins and carbohydrates secreted by cells. In addition to p... Neuronal growth, extension, branching, and formation of neural networks are markedly influenced by the extracellular matrix—a complex network composed of proteins and carbohydrates secreted by cells. In addition to providing physical support for cells, the extracellular matrix also conveys critical mechanical stiffness cues. During the development of the nervous system, extracellular matrix stiffness plays a central role in guiding neuronal growth, particularly in the context of axonal extension, which is crucial for the formation of neural networks. In neural tissue engineering, manipulation of biomaterial stiffness is a promising strategy to provide a permissive environment for the repair and regeneration of injured nervous tissue. Recent research has fine-tuned synthetic biomaterials to fabricate scaffolds that closely replicate the stiffness profiles observed in the nervous system. In this review, we highlight the molecular mechanisms by which extracellular matrix stiffness regulates axonal growth and regeneration. We highlight the progress made in the development of stiffness-tunable biomaterials to emulate in vivo extracellular matrix environments, with an emphasis on their application in neural repair and regeneration, along with a discussion of the current limitations and future prospects. The exploration and optimization of the stiffness-tunable biomaterials has the potential to markedly advance the development of neural tissue engineering. 展开更多
关键词 ALGINATE axon growth BIOMATERIALS extracellular matrix neural repair neurons NEUROREGENERATION POLYACRYLAMIDE POLYDIMETHYLSILOXANE stiffness
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Sliding modes of fault activation under constant normal stiffness conditions 被引量:4
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作者 Chuanqing Zhang Jie Xu +3 位作者 Shengji Jin Guojian Cui Yuhang Guo Lingyu Li 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2023年第5期1213-1225,共13页
Fault activation has been the focus of research community for years.However,the studies of fault activation remain immature,such as the fault activation mode and its major factors under constant normal stiffness(CNS)c... Fault activation has been the focus of research community for years.However,the studies of fault activation remain immature,such as the fault activation mode and its major factors under constant normal stiffness(CNS)conditions associated with large thickness of fault surrounding rock mass.In this study,the rock friction experiments were conducted to understand the fault activation modes under the CNS conditions.Two major parameters,i.e.the initial normal stress and loading rate,were considered and calibrated in the tests.To reveal the response mechanism of fault activation,the local strains near the fault plane were recorded,and the macroscopic stresses and displacements were analyzed.The testing results show that the effect of displacement-controlled loading rate is more pronounced under the CNS conditions than that under constant normal load(CNL)conditions.Both the normal and shear stresses drop suddenly when the stick-slip occurs.The decrease and increase of the normal stress are synchronous with the shear stress in the regular stick-slip scenario,but mismatch with the shear stress during the chaotic stick-slip process.The results are helpful for understanding the fault sliding mode and the prediction and prevention of fault slip. 展开更多
关键词 Fault activation Rock friction mechanics Sliding modes Constant normal stiffness(CNS) Displacement-controlled loading rates ROCKBURST
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Stiffness gradient sensitivity analysis method for evaluating the vibration reduction effect of complex variable-stiffness systems
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作者 Xingchi CAO Xin FANG Dianlong YU 《Applied Mathematics and Mechanics(English Edition)》 2025年第11期2055-2074,共20页
An analytical method is proposed with the “stiffness gradient of the response” as a sensitivity metric, and the relationships between the vibration responses and stiffness changes are established. First, a 2-degree-... An analytical method is proposed with the “stiffness gradient of the response” as a sensitivity metric, and the relationships between the vibration responses and stiffness changes are established. First, a 2-degree-of-freedom (DOF) system is used as an example to propose a stiffness gradient-based evaluation method, taking the effective control bandwidth ratio as a metric of effectiveness. The results show that there is an optimal mass ratio in both variable mass and variable stiffness cases. Then, a typical 16-DOF system is used to investigate the frequency domain characteristics of the stiffness gradient values in the complex system. The distributions of stiffness gradient values show multiple peak intervals corresponding to the sensitive regions for vibration control. By assigning random mass parameters, a significant exponential decay relationship between the subsystem’s mass and effective control is identified, emphasizing the importance of the optimal mass ratio. The finite-element simulation results of solid plate models with springs and oscillators further validate the theoretical results. In short, the gradient value of stiffness effectively quantifies the effects of subsystems on vibration control, providing an analytical tool for active control in complex systems. The identified exponential decay relationship offers meaningful guidance for implementation strategies. 展开更多
关键词 stiffness gradient sensitivity optimal mass stiffness regulation vibration reduction
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A novel quasi-zero stiffness isolator with designable stiffness using cam-roller-spring-rod mechanism
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作者 Yonglei Zhang Hao Wen +1 位作者 Haiyan Hu Dongping Jin 《Acta Mechanica Sinica》 2025年第6期158-170,共13页
Quasi-zero stiffness(QZS)isolators have received considerable attention over the past years due to their outstanding vibration isolation performance in low-frequency bands.However,traditional mechanisms for achieving ... Quasi-zero stiffness(QZS)isolators have received considerable attention over the past years due to their outstanding vibration isolation performance in low-frequency bands.However,traditional mechanisms for achieving QZS suffer from low stiffness regions and significant nonlinear restoring forces with hardening characteristics,often struggling to withstand excitations with high amplitude.This paper presents a novel QZS vibration isolator that utilizes a more compact spring-rod mechanism(SRM)to provide primary negative stiffness.The nonlinearity of SRM is adjustable via altering the raceway of its spring-rod end,along with the compensatory force provided by the cam-roller mechanism so as to avoid complex nonlinear behaviors.The absolute zero stiffness can be achieved by a well-designed raceway curve with a concise mathematical expression.The nonlinear stiffness with softening properties can also be achieved by parameter adjustment.The study begins with the forcedisplacement relationship of the integrated mechanism first,followed by the design theory of the cam profile.The dynamic response and absolute displacement transmissibility of the isolation system are obtained based on the harmonic balance method.The experimental results show that the proposed vibration isolator maintains relatively low-dynamic stiffness even under non-ideal conditions,and exhibits enhanced vibration isolation performance compared to the corresponding linear isolator. 展开更多
关键词 Vibration isolation Quasi-zero stiffness Spring-rod mechanism Cam-roller mechanism Absolute zero stiffness
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Noninvasive model based on liver and spleen stiffness for predicting clinical decompensation in patients with cirrhosis
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作者 Long-Bao Yang Xin Gao +9 位作者 Meng Xu Yong Li Lei Dong Xin-Di Huang Xiao She Dan-Yang Zhang Qian-Wen Zhang Chen-Yu Liu Shu-Ting Fan Yan Wang 《World Journal of Gastroenterology》 2025年第33期47-59,共13页
BACKGROUND The hepatic venous pressure gradient serves as a crucial parameter for assessing portal hypertension and predicting clinical decompensation in individuals with cirrhosis.However,owing to its invasive nature... BACKGROUND The hepatic venous pressure gradient serves as a crucial parameter for assessing portal hypertension and predicting clinical decompensation in individuals with cirrhosis.However,owing to its invasive nature,there has been growing interest in identifying noninvasive alternatives.Transient elastography offers a promising approach for measuring liver stiffness and spleen stiffness,which can help estimate the likelihood of decompensation in patients with chronic liver disease.AIM To investigate the predictive ability of the liver stiffness measurement(LSM)and spleen stiffness measurement(SSM)in conjunction with other noninvasive indicators for clinical decompensation in patients suffering from compensatory cirrhosis and portal hypertension.METHODS This study was a retrospective analysis of the clinical data of 200 patients who were diagnosed with viral cirrhosis and who received computed tomography,transient elastography,ultrasound,and endoscopic examinations at The Second Affiliated Hospital of Xi’an Jiaotong University between March 2020 and November 2022.Patient classification was performed in accordance with the Baveno VI consensus.The area under the curve was used to evaluate and compare the predictive accuracy across different patient groups.The diagnostic effectiveness of several models,including the liver stiffness-spleen diameter-platelet ratio,variceal risk index,aspartate aminotransferase-alanine aminotransferase ratio,Baveno Ⅵ criteria,and newly developed models,was assessed.Additionally,decision curve analysis was carried out across a range of threshold probabilities to evaluate the clinical utility of these predictive factors.RESULTS Univariate and multivariate analyses demonstrated that SSM,LSM,and the spleen length diameter(SLD)were linked to clinical decompensation in individuals with viral cirrhosis.On the basis of these findings,a predictive model was developed via logistic regression:Ln[P/(1-P)]=-4.969-0.279×SSM+0.348×LSM+0.272×SLD.The model exhibited strong performance,with an area under the curve of 0.944.At a cutoff value of 0.56,the sensitivity,specificity,positive predictive value,and negative predictive value for predicting clinical decompensation were 85.29%,88.89%,87.89%,and 86.47%,respectively.The newly developed model demonstrated enhanced accuracy in forecasting clinical decompensation among patients suffering from viral cirrhosis when compared to four previously established models.CONCLUSION Noninvasive models utilizing SSM,LSM,and SLD are effective in predicting clinical decompensation among patients with viral cirrhosis,thereby reducing the need for unnecessary hepatic venous pressure gradient testing. 展开更多
关键词 Decompensated cirrhosis Noninvasive prediction model Spleen stiffness measurement Liver stiffness measurement Spleen length diameter
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Introducing a new geostatistical approach to classify groundwater samples based on Stiff diagram: Case study of Chahardoly aquifer, west of Iran
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作者 Sajjad Moradi Nazarpoor Mohsen Rezaei +2 位作者 Hadi Jafari Yazdan Mohebi Reza Mirbageri 《Journal of Groundwater Science and Engineering》 2025年第4期423-433,共11页
Groundwater quality is pivotal for sustainable resource management,necessitating comprehen-sive investigation to safeguard this critical resource.This study introduces a novel methodology that inte-grates stiff diagra... Groundwater quality is pivotal for sustainable resource management,necessitating comprehen-sive investigation to safeguard this critical resource.This study introduces a novel methodology that inte-grates stiff diagrams,geostatistical analysis,and geometric computation to delineate the extent of a confined aquifer within the Chahrdoly aquifer,located west of Hamadan,Iran.For the first time,this approach combines these tools to map the boundaries of a confined aquifer based on hydrochemical characteristics.Stiff diagrams were used to calculate geometric parameters from groundwater chemistry data,followed by simulation using a linear model incorporating the semivariogram parameterγ(h).The Root Mean Square Error(RMSE)of the linear model was used to differentiate confined from unconfined aquifers based on hydrochemical signatures.Validation was conducted by generating a cross-sectional hydrogeological layer from well logs,confirming the presence of aquitard layers.The results successufully delineated the confined aquifer's extent,showing strong agreement with hydrogeological log data.By integrating stiff diagrams with semivariogram analysis,this study enhances the understanding of hydrochemical processes,offering a robust framework for groundwater resource identification and management. 展开更多
关键词 GEOSTATISTICS stiff diagram SEMIVARIOGRAM Confined aquifer Chahardoly Asadabad
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Stiffness Modeling and Performance Evaluation of a(R(RPS&RP))&2-UPS Parallel Mechanism
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作者 Minghao Wang Manxin Wang +1 位作者 Hutian Feng Chuhan Wu 《Chinese Journal of Mechanical Engineering》 2025年第5期590-610,共21页
The average stiffness performance indices throughout the workspace are commonly used as global stiffness performance indices to evaluate the overall stiffness performance of parallel mechanisms,which involves an analy... The average stiffness performance indices throughout the workspace are commonly used as global stiffness performance indices to evaluate the overall stiffness performance of parallel mechanisms,which involves an analysis of the stiffness performance of numerous discrete points in the workspace.This necessitates time-consuming and inefficient calculation,which is particularly pronounced in the optimization design stage of the mechanism,where the variations in the global stiffness performance indices versus various dimensional and structural parameters need to be analyzed.This paper presents a semi-analytical approach for stiffness modeling of the novel(R(RPS&RP))&2-UPS parallel mechanism(referred to as the Trifree mechanism)and proposes“local”stiffness performance indices as alternatives to global indices.Drawing on the screw theory,the Cartesian stiffness matrix of the Trifree mechanism is formulated explicitly by considering the compliances of all elastic elements and the over-constraint characteristics inherent in the mechanism.Based on the spherical motion pattern of the Trifree mechanism,four special reference configurations are extracted within the workspace.This yields“local”stiffness performance indices capable of accurately evaluating the overall stiffness performance of the mechanism and effectively improving the computational efficiency.The variations in global and“local”stiffness performance indices versus key design parameters are investigated.Furthermore,the proposed indices are applied to the Tricept and Trimule mechanisms.The results demonstrate that the proposed indices exhibit excellent computational accuracy and efficiency in evaluating the overall stiffness performance of these spherical parallel mechanisms.Moreover,the stiffness performance of the novel parallel mechanism investigated in this study closely resembles that of the well-known Tricept and Trimule mechanisms.This research proposes a semi-analytic stiffness model of the Trifree mechanism and“local”stiffness performance indices to evaluate the overall stiffness performance,thereby substantially improving the computational efficiency without sacrificing accuracy. 展开更多
关键词 Parallel mechanism stiffness modeling Performance evaluation
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Characterization of di-gital,tri-gital,and tetra-gital temporal movement of systolic blood pressure on the arterial pulse waveform of rats at different vascular stiffness
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作者 Anton Misak Lenka Tomasova +1 位作者 Marian Grman Karol Ondrias 《Animal Models and Experimental Medicine》 2025年第12期2266-2279,共14页
Background:An arterial stiffness is an indicator of many cardiovascular diseases.The temporal position of systolic blood pressure(BP)on aorta pulse waveform is assumed to gradually shift on the waveform in response to... Background:An arterial stiffness is an indicator of many cardiovascular diseases.The temporal position of systolic blood pressure(BP)on aorta pulse waveform is assumed to gradually shift on the waveform in response to increasing/decreasing vascular stiffness.The animal model of rats and invasive methods that cannot be used in humans was applied to test the assumption on arterial pulse waveform(APW)of anesthetized rat.The aim of this study was to characterize the temporal movement of diastolic and systolic pressures on the APW of anesthetized rats during increasing/decreasing vascular stiffness.Methods:The right jugular vein of anesthetized normotensive and spontaneously hypertensive rats was cannulated for intravascular administration of vascularly active compounds to alter systolic pressure and vascular stiffness.The left carotid artery was cannulated to detect APW,from which numerous APW parameters were evaluated.Results:During increases/decreases in systolic BP or stiffness,the temporal position of diastolic BP of individual heartbeats di-gitally shifted on the APW between two temporal positions~8–12 ms apart,and the temporal position of systolic BP on the APW did not gradually shift during increases/decreases in vascular stiffness,as expected,but oscillated between constant di-gital,tri-gital,or tetra-gital temporal positions.Conclusions:Introducing new APW parameters,n-gital systolic BP fluctuations on rat APW were found.Fluctuations in n-gital were approximately constant during large changes in systolic pressure despite significant changes in augmentation index and cardiovascular stiffness,which may challenge the assumption of a gradual temporal location of systolic pressure on rat APW under these conditions. 展开更多
关键词 arterial pulse waveform di-gital rat stiffNESS systolic pressure fluctuation
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An Accurate Modeling Approach of Contact Stiffness in Milling Tool-holder Interface Using Fractal Theory
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作者 Yawei Zheng Zhengcai Zhao +1 位作者 Yang Zhou Jiuhua Xu 《Chinese Journal of Mechanical Engineering》 2025年第3期137-150,共14页
The contact stiffness of the tool-holder assembly interface affects the overall dynamic performance of the milling system.Currently,the contact parameters are primarily established by minimizing the frequency response... The contact stiffness of the tool-holder assembly interface affects the overall dynamic performance of the milling system.Currently,the contact parameters are primarily established by minimizing the frequency response in modal tests and through dynamic simulation results.However,alterations in the structure or material of the tool-holder system necessitate multiple modal tests,thereby increasing computational costs.This study aims to streamline the process of determining contact stiffness and enhance accuracy by developing an analytical model that considers tool-holder contact properties.Initially,the microstructure of the contact surface is characterized via fractal theory to determine its fractal parameters.Then the contact coefficient is introduced to precisely depict the area distribution function of the microcontact.Building upon this,a contact stiffness model is established which is verified by the modal tests.The test results indicate that utilizing this model can reduce the structural modal frequency calculation error to 0.56%.Finally,the Monte Carlo algorithm is employed to investigate the sensitivity of fractal parameters and radial interference on contact characteristics.The findings demonstrate that the fractal dimension has the greatest influence on the dynamic behavior of the tool-holder structure.This study proposes a milling tool-holder contact stiffness modeling method from a microscopic perspective,which offers sufficient computational accuracy to provide a theoretical basis for the selection of milling tool-holder structures in practical machining. 展开更多
关键词 Tool-holder interface Contact stiffness Fractal theory Uncertainty analysis
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A Novel Tunable Stiffness Method Using Gecko Setae-Inspired Adhesive Interlayer Films for Soft Actuator
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作者 Zhihuan Wang Linsen Xu +3 位作者 Liangzhi Ye Mingming Wang Zhihua Zhang Tao Wu 《Journal of Bionic Engineering》 2025年第4期1788-1803,共16页
Soft actuators are inherently flexible and compliant,traits that enhance their adaptability to diverse environments and tasks.However,their low structural stiffness can lead to unpredictable and uncontrollable complex... Soft actuators are inherently flexible and compliant,traits that enhance their adaptability to diverse environments and tasks.However,their low structural stiffness can lead to unpredictable and uncontrollable complex deformations when substantial force is required,compromising their load-bearing capacity.This work proposes a novel method that uses gecko setae-inspired adhesives as interlayer films to construct a layer jamming structure to adjust the stiffness of soft actuators.The mechanical behavior of a single tilted microcylinder was analyzed using the energy method to determine the adhesion force of the adhesives.The gecko-inspired adhesive was designed under the guidance of the adhesion force model.Testing under various loads and directions revealed that the tilted characteristic of microcylinders can enhance the adhesion force in its grasping direction.The adhesive demonstrated excellent adhesion performance compared to other typical adhesives.A tunable stiffness actuator using gecko setae-inspired adhesives(TSAGA),was developed with these adhesives serving as interlayer films.The stiffness model of TSAGA was derived by analyzing its axial compression force.The results of stiffness test indicate that the adhesives serve as interlayer films can adjust the stiffness in response to applied load.TSAGA was compared with other typical soft actuators in order to evaluate the stiffness performance,and the results indicate that TSAGA exhibits the highest stiffness and the widest tunable stiffness range.This demonstrates the superior performance of the setae-inspired adhesives as interlayer films in terms of stiffness adjustment. 展开更多
关键词 Soft actuator Tunable stiffness Layer jamming Gecko setae ADHESIVE
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铁路旅客购票策略性行为识别与风险OD预警技术研究
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作者 谭思伦 单杏花 +2 位作者 卫铮铮 王洪业 郭根材 《铁道运输与经济》 北大核心 2026年第2期152-163,共12页
针对铁路客运市场化经营中“买短乘长/买长乘短”旅客策略性购票乘车行为,聚焦其引发的OD客流统计偏移、超载停运风险及运力虚靡问题,构建了“行程还原-状态标定-智能预警”的风险OD预警方法体系。首先,通过融合闸机数据还原旅客策略性... 针对铁路客运市场化经营中“买短乘长/买长乘短”旅客策略性购票乘车行为,聚焦其引发的OD客流统计偏移、超载停运风险及运力虚靡问题,构建了“行程还原-状态标定-智能预警”的风险OD预警方法体系。首先,通过融合闸机数据还原旅客策略性行为的行程轨迹,解决OD客流统计偏差问题;其次,引入超停数据及候补数据,量化超停风险态和沉没损失态2类风险OD;最后,挖掘实时售票、列车产品、空间属性和时间属性4个维度特征,运用SMOTE-XGBOOST算法应对风险OD样本不平衡问题,搭建预售期内的实时预警模型。选取某铁路局集团公司的真实数据验证分析,结果表明该方法有效重构了旅客策略性行为,合理界定OD的风险状态,并在预售期内实现风险OD的实时动态预警。研究有助于推动铁路客运运营决策从“经验驱动”向“数据驱动”转变。 展开更多
关键词 铁路客运 旅客策略性行为 买短乘长 买长乘短 od 数据挖掘 风险预警
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Controlling the Longitudinal Vibration of an Elastic Rod within a Wide Frequency Band by Utilizing an Adjustable Stiffness Internal Support
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作者 Xinhui Shen Chi Yu +3 位作者 Rongshen Guo Yuhao Zhao Mingfei Chen Haijian Cui 《Chinese Journal of Mechanical Engineering》 2025年第6期300-312,共13页
In engineering practice,there are many factors causing the vibration to which rods are usually subjected.Generally,the vibration of elastic rods motivated by determined vibration excitations can be controlled effectiv... In engineering practice,there are many factors causing the vibration to which rods are usually subjected.Generally,the vibration of elastic rods motivated by determined vibration excitations can be controlled effectively.However,the working frequency of vibration excitation may vary due to environmental changes,the working conditions of equipment,and other factors.Consequently,it remains a challenge to restrict the longitudinal vibration of elastic rods within a wide frequency band.In order to meet the relevant engineering requirements and address the existing limitations,the longitudinal vibration control of an elastic rod within a wide frequency band is explored in this study through an adjustable stiffness internal support.To achieve this purpose,the variable stiffness longitudinal vibration control theory of the elastic rod is validated.The model of an adjustable stiffness internal support is designed,constructed,and tested,demonstrating that the stiffness coefficients of the adjustable stiffness internal support can be effectively controlled.Through the adjustable stiffness internal support,the experiment on longitudinal vibration control of the elastic rod is designed and performed.It leads to the conclusion that the adjustable stiffness internal support within the adjustable working region is effective in restricting the longitudinal vibration within a wide frequency band of the elastic rod.Furthermore,the existence of the adjustable working region in the experiment demonstrates the effectiveness of the adjustable stiffness internal support intended for the variable stiffness longitudinal vibration control of an elastic rod.To sum up,this study provides insights into an adjustable stiffness mechanism for applying the theory of variable stiffness longitudinal vibration control on an elastic rod in engineering practice. 展开更多
关键词 Longitudinal vibration Elastic rods Vibration control Variable stiffness
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A Method for Satellite Panel Stiffness Modification
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作者 JI Jingquan ZHU Jiantao 《Aerospace China》 2025年第1期48-52,共5页
This paper first analyzes the vibration environment at the spacecraft/launch vehicle(SC/LV)interface during the powered flight phase.Second,it proposes a method to enhance satellite panel stiffness.Satellite frequency... This paper first analyzes the vibration environment at the spacecraft/launch vehicle(SC/LV)interface during the powered flight phase.Second,it proposes a method to enhance satellite panel stiffness.Satellite frequency response analysis examines stiffness compatibility between the satellite(including its components)and the integrated launch stack.The environmental effect equivalence method then determines satellite ground verification test condi-tions.Ground test responses are compared with SC/LV coupling analysis results to ensure that ground tests envelope the coupling analysis results,confirming the adequacy of ground verification. 展开更多
关键词 pannel stiffness vibration environment satellite dynamic properties
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Model-based Stiffness Estimation of Grasped Objects for Underactuated Prosthetic Hands Without Contact Sensors
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作者 Xiaolei Xu Hua Deng +1 位作者 Yi Zhang Nianen Yi 《Journal of Bionic Engineering》 2025年第5期2444-2455,共12页
The stiffness information of the grasped object at the initial contact stage can be effectively used to adjust the grasping force of the prosthetic hand,thereby preventing damage to the object.However,the object’s de... The stiffness information of the grasped object at the initial contact stage can be effectively used to adjust the grasping force of the prosthetic hand,thereby preventing damage to the object.However,the object’s deformation and contact force are often minimal during the initial stage and not easily obtained directly.Additionally,stiffness estimation methods for prosthetic hands often require contact sensors,which can easily lead to poor contact issues.To address the above issues,this paper proposes the model-based stiffness estimation of grasped objects for underactuated prosthetic hands without force sensors.First,the kinematic model is linearized at the contact points to achieve the estimation of the linkage angles in the underactuated prosthetic hand.Secondly,the motor parameters are estimated using the Kalman filter method,and the grasping force is obtained from the dynamic model of the underactuated prosthetic hand.Finally,the contact model of the prosthetic hand grasping an object is established,and an online stiffness estimation method based on the contact model for the grasped object is proposed using the iterative reweighted least squares method.Experimental results show that this method can estimate the stiffness of grasped objects within 250 ms without contact sensors. 展开更多
关键词 stiffness estimation Noncontact sensor Underactuated prosthetic hand Kalman filter Iterativereweighted least squares Contact model
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Modeling and Control of the Linear Motor Active Suspension with Quasi-zero Stiffness Air Spring System Using Polynomial Chaos Expansion
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作者 Pai Li Xing Xu +3 位作者 Cong Liang Te Chen Jiachen Jiang Vincent Akolbire Atindana 《Chinese Journal of Mechanical Engineering》 2025年第5期101-119,共19页
As a crucial component of intelligent chassis systems,air suspension significantly enhances driver comfort and vehicle stability.To further improve the adaptability of commercial vehicles to complex and variable road ... As a crucial component of intelligent chassis systems,air suspension significantly enhances driver comfort and vehicle stability.To further improve the adaptability of commercial vehicles to complex and variable road conditions,this paper proposes a linear motor active suspension with quasi-zero stiffness(QZS)air spring system.Firstly,a dynamic model of the linear motor active suspension with QZS air spring system is established.Secondly,considering the random uncertainties in the linear motor parameters due to manufacturing and environmental factors,a dynamic model and state equations incorporating these uncertainties are constructed using the polynomial chaos expansion(PCE)method.Then,based on H_(2) robust control theory and the Kalman filter,a state feedback control law is derived,accounting for the random parameter uncertainties.Finally,simulation and hardware-in-the-loop(HIL)experimental results demonstrate that the PCE-H_(2) robust controller not only provides better performance in terms of vehicle ride comfort compared to general H_(2) robust controller but also exhibits higher robustness to the effects of random uncertain parameters,resulting in more stable control performance. 展开更多
关键词 Linear motor active suspension Quasi-zero stiffness air spring Stochastic uncertain systems Polynomial chaos expansion Robust control
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Liver stiffness measurements in patients with metabolic dysfunction-associated steatotic liver disease:Updates on the method effectiveness and perspectives
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作者 Olga Sukocheva Tsai-Wing Ow +2 位作者 Damian Harding Marc Le Mire Edmund Tse 《World Journal of Hepatology》 2025年第7期30-44,共15页
Metabolic dysfunction-associated steatotic liver disease(MASLD)is the most widespread chronic liver disease signified by serious life-threatening conditions.The prevalence of MASLD increases along the growing prevalen... Metabolic dysfunction-associated steatotic liver disease(MASLD)is the most widespread chronic liver disease signified by serious life-threatening conditions.The prevalence of MASLD increases along the growing prevalence in obesity and metabolic syndrome.To minimize costs and complications,non-invasive diagnostic tools,including transient elastography(TE),were introduced for assessment of MASLD.TE measures liver stiffness(LS),a clinical marker for the diagnosis of liver fibrosis and cirrhosis.LS measurements are based on ultrasound wave imaging and quantification.Vibration-controlled TE,including FibroScan®,is commonly used TE methods which can accurately identify the degree of liver fibrosis and cirrhosis progression.TE was reported to predict the progression towards hepatocellular carcinoma,portal hypertension,and varices.However,the accuracy of LS diagnostics alone in patients with MASLD remains controversial.TE measurements have several limitations,including inadequate precision due to focal liver lesions,cholestasis,inflammation,and other pathological and anatomical factors which can lead to the stiffness variability.Overestimations of TE readings were reported in obese patients with body mass index(BMI)over 30 kg/m2,and older patients with ascites,diabetes,or hypertension.Not all MASLD patients have high BMI.The prevalence of obesity among MASLD patients varies worldwide,indicating the urgent need for comprehensive diagnostic tools.In patients with MASLD,improved diagnostic accuracy has been demonstrated by combining LS measurements with other blood test-based scores and simple clinical parameters(agile scores based on age,sex,platelet count,aminotransferases,and diabetes).This study reviews the limitations of TE-based diagnostics and discusses the combined scoring algorithm.In conclusion,the sequence of LS measurements along assessment of other important clinical markers is an effective,low-cost,reliable tool to identify and monitor fibrosis progression in MASLD. 展开更多
关键词 Non-alcoholic fatty liver disease Liver fibrosis Metabolic syndrome Metabolic dysfunction-associated steatotic liver disease Liver stiffness measurement Transient elastography
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