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Influence of Processing Route on the Mechanical Properties of Poly(Lactic Acid)-Poly(Caprolactone)-Basalt Fiber Composites Prepared via Planetary Extrusion
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作者 Declan Mary Colbert Eyman Manaf +9 位作者 Zeeshan Ali Steven Rowe Chris Doran Trevor Howard Vlasta Chyzna Evan Moore Alan J.Murphy Patrick Doran Golnoosh Abdeali Declan M.Devine 《Journal of Polymer Materials》 2026年第1期146-163,共18页
A comparative analysis was performed on poly(lactic acid)(PLA),poly(caprolactone)(PCL),basalt fiber(BF)composites produced using two distinct approaches:direct blending and masterbatching.The limitations of PLA-BF com... A comparative analysis was performed on poly(lactic acid)(PLA),poly(caprolactone)(PCL),basalt fiber(BF)composites produced using two distinct approaches:direct blending and masterbatching.The limitations of PLA-BF composites with regard to distribution and adhesion are well-documented,as are chemical treatment methods(addition of compatibilisers,surface treatments,silanization).This work aimed to study an industrially relevant potential solution of utilising a PCL-BF masterbatch,prepared as a 50/50 wt.%blend using planetary roller extrusion(PEX)to both improve the distribution and homogeneity of the fibers as well as provide a secondary adhesion site to facilitate improved mechanical properties of the final PLA-PCL-BF composite.The resultant materials were injection moulded to prepare ISO standard test specimens and tested on the basis of their physical properties via tensile testing,impact strength testing,flexural analysis,Fourier transforminfrared spectroscopy and water absorption capability.The results displayed that the incorporation of PCL and BF led to an increase in ductility of the composite materials,allowing for improvements in the inherent brittleness of virgin PLA.Major increases in the impact strength were achieved with the utilisation of a 25% PCL/BF masterbatch,allowing for a greater than 50%increase.As an overall observation,the use of a masterbatching process,opposed to direct blending of the constituent materials allows for a greater consistency of composite to be achieved at the expense of increased gains. 展开更多
关键词 PLA natural fibers composites planetary extrusion
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Vertical Structure and Energy Transfer of Stationary Planetary Waves in Different Prescribed Atmospheric Stratifications
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作者 Wenqi ZHANG Lin WANG 《Advances in Atmospheric Sciences》 2026年第1期233-246,共14页
This study investigates the relationship between atmospheric stratification (i.e., static stability given by N^(2)) and the vertical energy transfer of stationary planetary waves, and further illustrates the underlyin... This study investigates the relationship between atmospheric stratification (i.e., static stability given by N^(2)) and the vertical energy transfer of stationary planetary waves, and further illustrates the underlying physical mechanism. Specifically, for the simplified case of constant stratospheric N^(2), the refractive index square of planetary waves has a theoretical tendency to increase first and then decrease with an increased N^(2), whereas the group velocity weakens. Mechanistically, this behavior can be understood as an intensified suppression of vertical isentropic surface displacement caused by meridional heat transport of planetary waves under strong N^(2) conditions. Observational analysis corroborates this finding, demonstrating a reduction in the vertical-propagation velocity of waves with increased N^(2). A linear, quasi- geostrophic, mid-latitude beta-plane model with a constant background westerly wind and a prescribed N^(2) applicable to the stratosphere is used to obtain analytic solutions. In this model, the planetary waves are initiated by steady energy influx from the lower boundary. The analysis indicates that under strong N^(2) conditions, the amplitude of planetary waves can be sufficiently increased by the effective energy convergence due to the slowing vertical energy transfer, resulting in a streamfunction response in this model that contains more energy. For N^(2) with a quasi-linear vertical variation, the results bear a resemblance to the constant case, except that the wave amplitude and oscillating frequency show some vertical variations. 展开更多
关键词 planetary waves vertical propagation atmospheric stratification stratospheric circulation group velocity
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Typhoon Kompasu(2118)simulation with planetary boundary layer and cloud physics parameterization improvements
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作者 Xiaowei Tan Zhiqiu Gao Yubin Li 《Atmospheric and Oceanic Science Letters》 2026年第1期41-46,共6页
This study introduces a new ocean surface friction velocity scheme and a modified Thompson cloud microphysics parameterization scheme into the CMA-TYM model.The impact of these two parameterization schemes on the pred... This study introduces a new ocean surface friction velocity scheme and a modified Thompson cloud microphysics parameterization scheme into the CMA-TYM model.The impact of these two parameterization schemes on the prediction of the movement track and intensity of Typhoon Kompasu in 2021 is examined.Additionally,the possible reasons for their effects on tropical cyclone(TC)intensity prediction are analyzed.Statistical results show that both parameterization schemes improve the predictions of Typhoon Kompasu’s track and intensity.The influence on track prediction becomes evident after 60 h of model integration,while the significant positive impact on intensity prediction is observed after 66 h.Further analysis reveals that these two schemes affect the timing and magnitude of extreme TC intensity values by influencing the evolution of the TC’s warm-core structure. 展开更多
关键词 Tropical cyclone Numerical simulation planetary boundary layer parameterization SCHEME Cloud physics scheme
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Multi-Objective Hybrid Sailfish Optimization Algorithm for Planetary Gearbox and Mechanical Engineering Design Optimization Problems 被引量:1
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作者 Miloš Sedak Maja Rosic Božidar Rosic 《Computer Modeling in Engineering & Sciences》 2025年第2期2111-2145,共35页
This paper introduces a hybrid multi-objective optimization algorithm,designated HMODESFO,which amalgamates the exploratory prowess of Differential Evolution(DE)with the rapid convergence attributes of the Sailfish Op... This paper introduces a hybrid multi-objective optimization algorithm,designated HMODESFO,which amalgamates the exploratory prowess of Differential Evolution(DE)with the rapid convergence attributes of the Sailfish Optimization(SFO)algorithm.The primary objective is to address multi-objective optimization challenges within mechanical engineering,with a specific emphasis on planetary gearbox optimization.The algorithm is equipped with the ability to dynamically select the optimal mutation operator,contingent upon an adaptive normalized population spacing parameter.The efficacy of HMODESFO has been substantiated through rigorous validation against estab-lished industry benchmarks,including a suite of Zitzler-Deb-Thiele(ZDT)and Zeb-Thiele-Laumanns-Zitzler(DTLZ)problems,where it exhibited superior performance.The outcomes underscore the algorithm’s markedly enhanced optimization capabilities relative to existing methods,particularly in tackling highly intricate multi-objective planetary gearbox optimization problems.Additionally,the performance of HMODESFO is evaluated against selected well-known mechanical engineering test problems,further accentuating its adeptness in resolving complex optimization challenges within this domain. 展开更多
关键词 Multi-objective optimization planetary gearbox gear efficiency sailfish optimization differential evolution hybrid algorithms
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Continuously adjustable mechanical metamaterial based on planetary gear trains and external meshing gears
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作者 Shuai MO Xu TANG +2 位作者 Keren CHEN H.HOUJOH Wei ZHANG 《Applied Mathematics and Mechanics(English Edition)》 2025年第2期233-252,共20页
The metamaterial based on external meshing gears(MEG)is designed based on the principle of external meshing gear transmission.Based on the meshing transmission principle of external meshing gears and planetary gear tr... The metamaterial based on external meshing gears(MEG)is designed based on the principle of external meshing gear transmission.Based on the meshing transmission principle of external meshing gears and planetary gear trains,the internal and external gear rings are designed.Based on the internal and external gear rings,the metamaterial based on inner and outer planetary gear trains(MIP)is designed to study the shear modulus,Young's modulus,and amplitude-frequency characteristics of the metamaterial based on gears at different angles.The effects of the number of planetary gears on the physical characteristics of the MIP are studied.The results show that the MEG can be continuously adjusted by adjusting the shear modulus and Young's modulus due to its meshing characteristics.With the same number of gears,the adjustment range of the MIP is larger than the adjustment range of the MEG.When the number of planetary gears increases,the adjustment range of the MIP decreases.Moreover,when the metamaterial based on gears rotates,the harmonic response changes with the change of the angle. 展开更多
关键词 METAMATERIAL ADJUSTABLE EXTERNAL inner and outer planetary gear train
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The Period and Phase Speed of Upper-tropospheric Planetary-and Synoptic-scale Waves during the Solstice Seasons:Climatology and Trends during 1979–2023
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作者 Zhixiang LI Jianhua LU Yimin LIU 《Advances in Atmospheric Sciences》 2025年第11期2223-2234,共12页
By applying the convolution-based Hilbert transform in the zonal direction on six-hourly streamfunction fields at200 h Pa, we present the climatology and trends of the local wave period, and zonal and meridional phase... By applying the convolution-based Hilbert transform in the zonal direction on six-hourly streamfunction fields at200 h Pa, we present the climatology and trends of the local wave period, and zonal and meridional phase speeds, of Rossby waves over the globe during the solstice seasons of 1979–2023. While partly similar to and inspired by Fragkoulidis and Wirth(2020), our method differs in its ability to cover both planetary-scale and synoptic-scale waves over not only the extratropics, but also the tropics and subtropics. Based on a physically reasonable global distribution of wave periods, our key new finding is a robust prolonging of wave periods over most regions of the tropics and subtropics during both solstice seasons of 1979–2023, except for the tropical Atlantic, which experiences a shortened wave period during June–July–August of 1979–2022. Both the prolonging and shortening of wave periods are mainly associated with the changes in planetary-scale waves. Regionally varying trends of the zonal phase speed(Cpx) of synoptic waves are consistent in sign with, but smaller in magnitude than, the trends of local zonal wind, confirming the conclusion of Wu and Lu(2023)on the opposite effects of zonal wind and the meridional gradient of potential vorticity on Cpx. Meanwhile, the Cpx trends of planetary-scale waves are relatively weak, and do not exhibit a robust relation with the trend of zonal wind. These new results are helpful toward better understanding the changes in atmospheric waves and extreme events under global warming. 展开更多
关键词 planetary waves synoptic waves wave period phase speed
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环境所在Lancet Planetary Health上发表气候变化下极端降水相关死亡风险的预估研究成果
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《疾病预防控制通报》 2025年第1期46-46,共1页
气候变暖形势下全球降水趋势发生异常,暴雨等极端降水事件频发高发,危害人群生命安全与健康。然而,关于暴雨相关的疾病负担水平以及未来气候变化下其时空分布趋势鲜有研究,迫切需要开展相关研究为气候变化健康适应举措的制定提供科学依据。
关键词 气候变化 极端降水 死亡风险 Lancet planetary Health
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Analysis of meshing characteristics of planetary gear system considering tooth surface roughness and elastohydrodynamic lubrication
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作者 LIU Ning MA Hui +4 位作者 GUAN Hong ZHOU Sai-nan ZHAO Tian-yu CAO Peng WU Yu-ping 《Journal of Central South University》 2025年第7期2511-2534,共24页
The contact characteristics of the rough tooth surface during the meshing process are significantly affected by the lubrication state.The coupling effect of tooth surface roughness and lubrication on meshing character... The contact characteristics of the rough tooth surface during the meshing process are significantly affected by the lubrication state.The coupling effect of tooth surface roughness and lubrication on meshing characteristics of planetary gear is studied.An improved three-dimensional(3 D)anisotropic tooth surface roughness fractal model is proposed based on the experimental parameters.Considering asperity contact and elastohydrodynamic lubrication(EHL),the contact load and flexibility deformation of the tooth surface are derived,and the deformation compatibility equation of the 3 D loaded tooth contact analysis(3 D-LTCA)method is improved.The asperity of the tooth surface changes the system from EHL to mixed lubrication and reduces the stiffness of the oil film.Compared with the sun planet gear,the asperity has a greater effect on the meshing characteristics of the ring-planet gear.Compared with the proposed method,the comprehensive stiffness obtained by the traditional calculation method considering the lubrication effect is smaller,especially for the ring-planet gear.Compared with roughness,speed and viscosity,the meshing characteristics of planetary gears are most sensitive to torque. 展开更多
关键词 planetary gear tooth surface roughness three-dimensional loaded tooth contact analysis elastohydrodynamic lubrication meshing stiffness
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The Nuclear Option-Could It Work for Planetary Defense?
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作者 Chris Palmer 《Engineering》 2025年第6期6-8,共3页
In a Nature Physics report published in late September 2024[1],a team of scientists and engineers at Sandia National Laboratories(Albuquerque,NM,USA)described the results of a laboratory experiment showing that a nucl... In a Nature Physics report published in late September 2024[1],a team of scientists and engineers at Sandia National Laboratories(Albuquerque,NM,USA)described the results of a laboratory experiment showing that a nuclear blast could create a burst of X-rays powerful enough to change the path of a large asteroid that might one day be on a collision course with Earth. 展开更多
关键词 large asteroid nature physics report asteroid deflection laboratory experiment planetary defense nuclear blast change path X rays
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2024 HP special volume:Advances in high-pressure technology,novel physics and chemistry,and applications to earth and planetary sciences
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作者 Ho-Kwang Mao Huiyang Gou +8 位作者 Qingyang Hu Michel Koenig Gang Liu Jin Liu Lin Wang Hong Xiao Wenge Yang Qiaoshi Zeng Wenjun Zhu 《Matter and Radiation at Extremes》 2025年第6期1-3,共3页
The 2024 MRE HP Special Volume selects papers on new theoretical and experimental developments in the use of static largevolume presses(LVPs)1–3 and dynamic compression4,5 for studies under extreme high-pressure and ... The 2024 MRE HP Special Volume selects papers on new theoretical and experimental developments in the use of static largevolume presses(LVPs)1–3 and dynamic compression4,5 for studies under extreme high-pressure and high-temperature(HPHT)conditions.It also continues the previous year’s6 contemporary focus on superhydrides7–11 with extremely high superconducting temperatures Tc and addresses some controversial issues.12–14 In addition,it explores unconventional pressure-induced chemistry,particularly novel chemical stoichiometry and its impact on geochemistry and cosmochemistry in the deep interiors of Earth and other planets.18–21. 展开更多
关键词 static large volume presses novel physics CHEMISTRY earth sciences dynamic compression high pressure technology superconducting temperatures planetary sciences
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The Jet-feedback Mechanism in Common Envelope Evolution of Planetary Nebula Progenitors
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作者 Yonah Weiner Noam Soker 《Research in Astronomy and Astrophysics》 2025年第11期182-190,共9页
Using the stellar evolution code MESA,we mimic the negative jet feedback mechanism in common envelope evolution(CEE)of low-mass main sequence stars,M_(2)?0.1-0.2M_(☉),spiraling inward inside the envelopes of asymptot... Using the stellar evolution code MESA,we mimic the negative jet feedback mechanism in common envelope evolution(CEE)of low-mass main sequence stars,M_(2)?0.1-0.2M_(☉),spiraling inward inside the envelopes of asymptotic giant branch or red giant branch stars and find that the jets reduced the envelope density,and therefore the jets'power,by a factor ofχ≈0.5(M_(2)/0.1M_(☉))^(-1).We mimic the energy that the jets deposit into the envelope by depositing energy into the outer envelope,a process that inflates the envelope,therefore reducing the density in the vicinity of the main sequence star,the accretion rate,and the jets'power.In deriving this expression for the negative jet feedback coefficientχ,we assume that the actual mass accretion rate is a fractionξ≈0.2-0.5 of the classical Bondi-Hoyle-Lyttleton mass accretion rate and that the jets carry a fractionη≈0.25-0.5 of the accretion energy onto the main sequence star.Our study is another step in establishing the major role of jets in the onset and early phase of CEE,a possible grazing envelope evolution phase,and in transient events,such as luminous red novae,which these processes can power. 展开更多
关键词 stars:jets stars:AGB and post-AGB (stars:)binaries(including multiple):close stars:winds OUTFLOWS (ISM:)planetary nebulae:general
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冰巨星环绕探测任务设想
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作者 杨孟飞 王赤 +5 位作者 高峰 白梵露 李晖 王宇贤 孟文沁 王彤 《科学通报》 北大核心 2026年第10期2236-2244,共9页
第767次学术讨论会·冰巨星探测前沿科学问题和关键技术冰巨星作为最接近太阳系边缘的行星,保留了大量太阳系形成初期的气体,包含了原恒星云的状态条件和行星形成的位置信息,是研究太阳系和系外行星的蓝本[1,2].冰巨星环绕探测将对... 第767次学术讨论会·冰巨星探测前沿科学问题和关键技术冰巨星作为最接近太阳系边缘的行星,保留了大量太阳系形成初期的气体,包含了原恒星云的状态条件和行星形成的位置信息,是研究太阳系和系外行星的蓝本[1,2].冰巨星环绕探测将对目标天体的形貌、行星环、大气结构和组成、大气流动、磁层、电离层、地下海洋等要素开展研究,填补空间物理、空间天文和行星科学等方面的诸多空白,而且有助于解决太阳系形成与演化、宇宙起源和生命起源等重大基础科学问题[3,4].海王星作为距离太阳最远的行星,具有最强的表面风暴,风速高达2100 km/h[5,6].海卫一作为海王星最大的卫星,被认为是最优先的“候选海洋世界”,也是“太阳系中最可能存在微生物活动的地外天体”,有可能为生命起源这一重大科学问题提供关键线索[7]. 展开更多
关键词 环绕探测 行星环 磁层 海王星 电离层
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超大型螺旋压力机主驱动用节能型行星滚柱丝杠设计理论与仿真研究
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作者 赵升吨 尚仕涵 +9 位作者 陈开达 胡阳虎 李帆 曹杨峰 张传伟 黄晓鹏 范淑琴 马海宽 周路 宁博 《锻压装备与制造技术》 2026年第1期1-10,共10页
针对现有螺旋压力机主驱动螺旋副采用滑动摩擦方式存在的能量浪费严重、寿命低、维护成本高等不足,本文积极倡导在螺旋压力机尤其是超大型螺旋压力机主驱动使用能量利用率至少比滑动摩擦方式提高一倍的行星滚柱丝杠。以最大冷击力达365M... 针对现有螺旋压力机主驱动螺旋副采用滑动摩擦方式存在的能量浪费严重、寿命低、维护成本高等不足,本文积极倡导在螺旋压力机尤其是超大型螺旋压力机主驱动使用能量利用率至少比滑动摩擦方式提高一倍的行星滚柱丝杠。以最大冷击力达365MN的超大型离合器式电动螺旋压力机为对象,按照运动学和强度理论,分析计算了该设备以标准式行星滚柱丝杠为主驱动的螺旋压力机核心关键几何参数。为验证核心受力部件的结构强度与可靠性,采用Abaqus大型有限元分析软件,对丝杠与滚柱接触侧的单个螺纹牙进行精细的静力学仿真计算,确保设计方案在极限载荷下的安全性。通过Adams动力学建模,对于行星滚柱丝杠副进行受载状态下的仿真分析,将各参数的仿真结果与理论值进行对比,验证了行星滚柱丝杠副的工程可行性,为行星滚柱丝杠应用于螺旋压力机奠定坚实基础。 展开更多
关键词 螺旋压力机 行星滚柱丝杠 运动学 强度校核 仿真
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行星边界和安全公正运行空间的阈值与级联及尺度推绎
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作者 卞鸿雁 邬建国 +4 位作者 张军泽 朱梓涵 高洁 龚梦钰 刘焱序 《地理学报》 北大核心 2026年第1期281-300,共20页
地球系统韧性受到严重破坏,正迅速远离全新世稳态。在提升地球系统韧性和人类福祉双重需求的驱动下,行星边界(PBs)和安全公正运行空间(SJOS)概念框架应运而生。近年来,虽然PBs和SJOS框架不断完善,但在实际应用中,缺乏尺度匹配的安全公... 地球系统韧性受到严重破坏,正迅速远离全新世稳态。在提升地球系统韧性和人类福祉双重需求的驱动下,行星边界(PBs)和安全公正运行空间(SJOS)概念框架应运而生。近年来,虽然PBs和SJOS框架不断完善,但在实际应用中,缺乏尺度匹配的安全公正边界、科学且公平的尺度推绎方法、跨尺度联动及多过程复杂交互机制的认知,难以实现从全球到局地的协同治理。本文梳理了PBs和SJOS的框架演变、边界、状态及其尺度推绎原则及方法,构建了地球多等级嵌套的人—地耦合系统,揭示其大洲、国家、区域、城市及局域景观的跨层级结构范式,探讨其在物质循环、能量流动及国际/国内贸易的连接下的空间约束、累积、级联效应,分析多过程权衡、正向协同等潜在情景,理解其跨尺度交互机制。本文提出尺度推绎通过应用或组合历史责任、承载力和景观模拟等方法,达成目标导向、公平的资源分配与因地制宜的区域可持续治理目标,考虑潜在跨尺度关联及交互作用,避免负向空间级联及不可逆风险。未来研究应结合历史责任、承载力及社会—经济贡献等方案,科学地推绎多尺度区域治理责任,模拟多尺度人—地耦合系统的可持续情景,基于科学—政策—实践的协同治理,实现中国可持续发展。 展开更多
关键词 安全公正运行空间(SJOS) 行星边界(PBs) 尺度推绎 区域可持续发展 人—地耦合系统
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内齿圈齿形误差对行星齿轮振动特性影响研究
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作者 杨姝 王勃龙 +2 位作者 周平 韩利强 亓昌 《重庆理工大学学报(自然科学)》 北大核心 2026年第2期45-52,共8页
为了深入研究内齿圈齿形误差对行星齿轮振动特性的影响,以某型汽车行星齿轮变速器为对象,构建齿轮箱多体动力学模型。基于实测齿形数据,通过节点移动法建立包含齿形误差的内齿圈柔性体模型,并进一步构建行星齿轮箱刚柔耦合模型。在此基... 为了深入研究内齿圈齿形误差对行星齿轮振动特性的影响,以某型汽车行星齿轮变速器为对象,构建齿轮箱多体动力学模型。基于实测齿形数据,通过节点移动法建立包含齿形误差的内齿圈柔性体模型,并进一步构建行星齿轮箱刚柔耦合模型。在此基础上,搭建行星齿轮箱振动烈度试验测试平台,通过3种不同工况下的振动烈度数据对比验证模型的准确性。随后,针对不同精度等级内齿圈的行星齿轮箱模型,在多种工况下系统研究内齿圈齿形误差对振动特性的影响。研究结果表明,高精度等级内齿圈的齿形误差对振动特性的影响较小,而低精度等级内齿圈的齿形误差对振动特性的影响明显。此外,采用全因子试验设计方法,进一步探讨内齿圈齿形误差与行星齿轮振动特性之间的相关性。结果显示,齿廓偏差和螺旋线偏差均正相关,且齿廓偏差的影响明显高于螺旋线偏差。 展开更多
关键词 行星齿轮 齿形误差 振动特性 刚柔耦合
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数理法解析A761E自动变速器逐级升挡的传动逻辑
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作者 俞建军 《机械设计与制造》 北大核心 2026年第3期266-270,共5页
论文采用具体数据解析A761E自动变速器逐级升挡的过程。用特定的挡位数值在行星齿轮机构运动方程中进行迭代和反推,演算出所有挡位各排行星齿轮机构运动元件的速度值。在得到和分析这些速度值的过程中,探究出该变速器各行星排之间连接... 论文采用具体数据解析A761E自动变速器逐级升挡的过程。用特定的挡位数值在行星齿轮机构运动方程中进行迭代和反推,演算出所有挡位各排行星齿轮机构运动元件的速度值。在得到和分析这些速度值的过程中,探究出该变速器各行星排之间连接紧凑合理,挡位变换时各运动元件的状态改变顺畅连贯,遵循惯性运动原理,换挡执行元件的状态组合逐级渐变,说明A761E自动变速器的换挡控制逻辑聪明,传动逻辑合理。用数理法研究自动变速器的换挡机理直观明了,其所解析的传动逻辑值得自动变速器设计人员参考。 展开更多
关键词 A761E自动变速器 行星齿轮 运动方程 逐级升挡 传动逻辑
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基于SolidWorks的齿轮传动机构虚拟装配及仿真
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作者 陈光霞 《机械管理开发》 2026年第2期234-235,239,共3页
以设计库生成的齿轮为例,论述了两个直齿齿轮虚拟装配及行星齿轮传动机构虚拟装配的方法和技巧。介绍了如何通过添加配合来固定主动轮,使之只有一个旋转自由度及如何完全固定行星轮系中齿圈的方法。通过找到齿廓草图并显示,添加相切配合... 以设计库生成的齿轮为例,论述了两个直齿齿轮虚拟装配及行星齿轮传动机构虚拟装配的方法和技巧。介绍了如何通过添加配合来固定主动轮,使之只有一个旋转自由度及如何完全固定行星轮系中齿圈的方法。通过找到齿廓草图并显示,添加相切配合,确定从动轮的圆心径向位置,通过添加重合配合,调整齿廓与齿槽的相对位置,使之不发生干涉;也论述了在添加高级配合—齿轮配合时,对象的选择技巧及传动比确定的方法。通过添加电机到主动轮,实现齿轮传动机构的运动仿真,可为后续有限元分析等打下基础。 展开更多
关键词 SOLIDWORKS 直齿轮 行星齿轮 虚拟装配 仿真
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基于多源传感器异步融合与深度残差网络的行星减速器故障诊断研究
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作者 袁琪 《模具制造》 2026年第2期192-194,共3页
针对传统行星减速器故障诊断方法依赖单一传感器或同步数据融合,存在信息利用不充分、时间延迟处理能力不足的问题。提出了一种基于多源传感器异步融合与深度残差网络的故障诊断方法,该方法通过构建异步融合策略有效处理不同传感器间的... 针对传统行星减速器故障诊断方法依赖单一传感器或同步数据融合,存在信息利用不充分、时间延迟处理能力不足的问题。提出了一种基于多源传感器异步融合与深度残差网络的故障诊断方法,该方法通过构建异步融合策略有效处理不同传感器间的时间差异,实现对行星减速器多种故障模式的精确识别,显著提升了故障诊断精度。 展开更多
关键词 异步融合 深度残差网络 行星减速器 故障诊断
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基于融合时频变换的MobileNetV3-AHFF和MS-HNNE模型的行星齿轮箱故障诊断方法
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作者 戚晓利 王志文 +3 位作者 杨文好 崔德海 赵方祥 王兆俊 《航空动力学报》 北大核心 2026年第2期292-307,共16页
针对现有特定时频变换方法在提取振动信号中的复杂动态特征时存在一定局限性,以及传统MobileNetV3网络中存在的通道注意力机制特征选择偏差与池化层策略设计不当导致的信息丢失等问题,提出了一种基于融合时频变换的MobileNetV3-AHFF和MS... 针对现有特定时频变换方法在提取振动信号中的复杂动态特征时存在一定局限性,以及传统MobileNetV3网络中存在的通道注意力机制特征选择偏差与池化层策略设计不当导致的信息丢失等问题,提出了一种基于融合时频变换的MobileNetV3-AHFF和MS-HNNE(Mahalanobis distance hierarchical nearest neighbor graph embedding for efficient dimensionality reduction)的行星齿轮箱故障诊断方法。通过集成短时傅里叶变换、连续小波变换和Chirplet变换图像编码技术,将行星齿轮箱的振动信号转化为多维时频图像,进而融合这些时频特征,构建出全面表征信号特性的特征图像。通过设计自适应分层特征融合(AHFF)模块,提高深度学习网络的表征能力。采用监督型MS-HNNE算法取代MobileNetV3全连接层前的池化层,在维度约简的过程中保留数据的内在结构和关键信息。使用Softmax函数完成低维数据的分类任务。DDS(drivetrain diagnostics simulator)和东南大学行星齿轮箱故障诊断实验结果表明:该方法相较于现有故障诊断模型,不仅诊断准确率显著提高,而且模型泛化能力也得到了增强,其最高诊断准确率达到99.9%,具有一定的应用前景。 展开更多
关键词 故障诊断 行星齿轮箱 MobileNetV3 时频变换 分层最近邻图嵌入的有效降维算法 特征融合
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基于PNCC声纹特征提取技术和POA-KNN算法的齿轮箱声纹识别故障诊断
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作者 廖力达 赵阁阳 +1 位作者 魏诚 刘川江 《机电工程》 北大核心 2026年第1期24-33,共10页
风力机齿轮箱是风力发电系统的核心组件之一,承担着将风能转化为电能的重要任务。由于运行环境的恶劣以及长期使用造成的磨损,齿轮箱常常会发生各种故障,从而导致齿轮箱运行过程中产生不同的噪声,严重影响风力机的正常运行和发电效率,因... 风力机齿轮箱是风力发电系统的核心组件之一,承担着将风能转化为电能的重要任务。由于运行环境的恶劣以及长期使用造成的磨损,齿轮箱常常会发生各种故障,从而导致齿轮箱运行过程中产生不同的噪声,严重影响风力机的正常运行和发电效率,因此,提出了一种基于功率正则化倒谱系数(PNCC)声纹特征提取技术,以及行星优化算法与K近邻算法(POA-KNN)模型的风力机齿轮箱声纹识别故障诊断方法。首先,采用LMS噪声采集仪采集了6种不同状态下的风力机齿轮箱噪声数据;然后,使用了PNCC声纹特征提取的方法,提取了齿轮箱噪声信号的声纹图谱;在KNN的基础上加入行星优化算法(POA)优化了K值,提出了性能较高的POA-KNN分类模型;最后,根据6类不同状态下的齿轮数据集,采用对比试验和消融实验验证了模型性能。研究结果表明:POA-KNN模型对齿轮箱的PNCC声纹图分类准确率达到99.4%,比KNN基线模型提升了1.9%。POA-KNN分类模型能很好地对数据集中不同状态下的齿轮箱进行分类,更高效地针对风力机齿轮箱中存在的故障进行诊断。 展开更多
关键词 齿轮箱 功率正则化倒谱系数 声纹识别 声纹特征图谱 行星优化算法与K近邻算法 分类模型
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