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A Review of Ice Deformation and Breaking Under Flexural–Gravity Waves Induced by Moving Loads 被引量:1
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作者 Baoyu Ni Hang Xiong +3 位作者 Duanfeng Han Lingdong Zeng Linhua Sun Hao Tan 《哈尔滨工程大学学报(英文版)》 2025年第1期35-52,共18页
Ice-breaking methods have become increasingly significant with the ongoing development of the polar regions.Among many ice-breaking methods,ice-breaking that utilizes a moving load is unique compared with the common c... Ice-breaking methods have become increasingly significant with the ongoing development of the polar regions.Among many ice-breaking methods,ice-breaking that utilizes a moving load is unique compared with the common collision or impact methods.A moving load can generate flexural-gravity waves(FGWs),under the influence of which the ice sheet undergoes deformation and may even experience structural damage.Moving loads can be divided into above-ice loads and underwater loads.For the above-ice loads,we discuss the characteristics of the FGWs generated by a moving load acting on a complete ice sheet,an ice sheet with a crack,and an ice sheet with a lead of open water.For underwater loads,we discuss the influence on the ice-breaking characteristics of FGWs of the mode of motion,the geometrical features,and the trajectory of motion of the load.In addition to discussing the status of current research and the technical challenges of ice-breaking by moving loads,this paper also looks ahead to future research prospects and presents some preliminary ideas for consideration. 展开更多
关键词 ICE-BREAKING Moving load Flexural-gravity wave Ice sheet Above-ice load Underwater load
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The loaded matrix:neurotrophin-enriched hydrogels for stem cell brain repair in Parkinson's disease
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作者 Giulia Comini Eilis Dowd 《Neural Regeneration Research》 SCIE CAS 2025年第8期2315-2316,共2页
More than 200 years after Parkinson's disease was first described by the English surgeon whose name would eventually be given to the condition,available treatments remain purely symptomatic,leaving a critical unme... More than 200 years after Parkinson's disease was first described by the English surgeon whose name would eventually be given to the condition,available treatments remain purely symptomatic,leaving a critical unmet clinical need for a diseasemodifying therapy. 展开更多
关键词 CLINICAL loaded eventually
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肺泡灌洗液MP-DNA载量与小儿重症肺炎支原体肺炎患儿免疫炎症指标变化的关系
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作者 陈凤平 《中国医药指南》 2025年第14期88-90,共3页
目的探究重症肺炎支原体肺炎患儿机体中肺泡灌洗液MP-DNA载量与免疫炎症指标变化的关系。方法将福州市第一总医院儿童专科院区2023年5月至2024年5月收治的重症肺炎支原体肺炎患儿500例作为研究对象,对比治疗前后患儿的肺泡灌洗液MP-DNA... 目的探究重症肺炎支原体肺炎患儿机体中肺泡灌洗液MP-DNA载量与免疫炎症指标变化的关系。方法将福州市第一总医院儿童专科院区2023年5月至2024年5月收治的重症肺炎支原体肺炎患儿500例作为研究对象,对比治疗前后患儿的肺泡灌洗液MP-DNA载量变化情况以及免疫炎症指标等情况,分析两者的关联性。结果治疗前,患儿的载量高于治疗后,治疗前MP-DNA阳性率要高于治疗后(P<0.05)。治疗后患儿CRP、LDH等指标均低于治疗前(P<0.05)。治疗后IL-6、IL-8、CD4^(+)/CD8^(+)指标较治疗前均有所改善(P<0.05)。结论肺泡灌洗液MP-DNA载量与小儿重症肺炎支原体肺炎患儿免疫炎症指标变化呈现正相关,肺泡灌洗液MP-DNA载量可以作为评估患病程度与预后的一项指标,为临床治疗提供依据。 展开更多
关键词 小儿重症肺炎支原体肺炎 肺泡灌洗液mp-dna载量 免疫炎症指标
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Oscillation mechanism and predictive model of explosion load for natural gas in confined tube 被引量:1
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作者 Chengjun Yue Li Chen Linfeng Xu 《Defence Technology(防务技术)》 2025年第3期13-27,共15页
Gas explosion in confined space often leads to significant pressure oscillation.It is widely recognized that structural damage can be severe when the oscillation frequency of the load resonates with the natural vibrat... Gas explosion in confined space often leads to significant pressure oscillation.It is widely recognized that structural damage can be severe when the oscillation frequency of the load resonates with the natural vibration frequency of the structure.To reveal the oscillation mechanism of gas explosion load,the experiment of gas explosion was conducted in a large-scale confined tube with the length of 30 m,and the explosion process was numerically analyzed using FLACS.The results show that the essential cause of oscillation effect is the reflection of the pressure wave.In addition,due to the difference in the propagation path of the pressure wave,the load oscillation frequency at the middle position of the tunnel is twice that at the end position.The average sound velocity can be used to calculate the oscillation frequency of overpressure accurately,and the error is less than 15%.The instability of the flame surface and the increase of flame turbulence caused by the interaction between the pressure wave and the flame surface are the main contributors to the increase in overpressure and amplitude.The overpressure peaks calculated by the existing flame instability model and turbulence disturbance model are 31.7%and 34.7%lower than the numerical results,respectively.The turbulence factor model established in this work can describe the turbulence enhancement effect caused by flame instability and oscillatory load,and the difference between the theoretical and numerical results is only 4.6%.In the theoretical derivation of the overpressure model,an improved model of dynamic turbulence factor is established,which can describe the enhancement effect of turbulence factor caused by flame instability and self-turbulence.Based on the one-dimensional propagation theory of pressure wave,the oscillatory effect of the load is derived to calculate the frequency and amplitude of pressure oscillation.The average error of amplitude and frequency is less than 20%. 展开更多
关键词 Gas explosion Oscillatory load Oscillation frequency Turbulence factor
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Failure mechanisms of electronic detonators subjected to high impact loading in rock drilling and blasting 被引量:2
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作者 Zhendong Leng Yong Fan +2 位作者 Wenbo Lu Qidong Gao Guangdong Yang 《International Journal of Coal Science & Technology》 2025年第1期214-227,共14页
In rock drilling and blasting,the misfire of electronic detonators will not only affect the rock fragmentation result but also bring serious potential safety hazards to engineering construction.An accurate and compreh... In rock drilling and blasting,the misfire of electronic detonators will not only affect the rock fragmentation result but also bring serious potential safety hazards to engineering construction.An accurate and comprehensive understanding of the failure mechanisms of electronic detonators subjected to impact loading is of great significance to the reliability design and field safety use of electronic detonators.The spatial distribution characteristics and failure modes of misfired electronic detonators under different application scenarios are statistically analysed.The results show that under high impact loads,electronic detonators will experience failure phenomena such as rupture of the fuse head,fracture of the bridge wire,falling off of the solder joint,chip module damage and insufficient initiation energy after deformation.The lack of impact resistance is the primary cause of misfire of electronic detonators.Combined with the underwater impact resistance test and the impact load test in the adjacent blasthole on site,the formulas of the impact failure probability of the electronic detonator under different stress‒strength distribution curves are deduced.The test and evaluation method of the impact resistance of electronic detonators based on stress‒strength interference theory is proposed.Furthermore,the impact failure model of electronic detonators considering the strength degradation effect under repeated random loads is established.On this basis,the failure mechanism of electronic detonators under different application environments,such as open-pit blasting and underground blasting,is revealed,which provides scientific theory and methods for the reliability analysis,design and type selection of electronic detonators in rock drilling and blasting. 展开更多
关键词 Rock blasting Electronic detonator Impact loading Stress‒strength interference theory Strength degradation effect
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Mechanical Study of Marine Drilling Conductor Under Ice Load:Based on Plastic Hinge Theory 被引量:1
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作者 ZHANG Ming-he ZHOU Yi-su +2 位作者 YANG Jin WANG Hai-ge CUI Long-lian 《China Ocean Engineering》 2025年第5期971-983,共13页
With increasing water depth,marine drilling conductors exhibit higher slenderness ratios,significantly reducing their resistance to environmental loads in Arctic waters.These conductors,when subjected to combined wind... With increasing water depth,marine drilling conductors exhibit higher slenderness ratios,significantly reducing their resistance to environmental loads in Arctic waters.These conductors,when subjected to combined wind,current,and ice loads,may experience substantial horizontal displacements and bending moments,potentially compromising off-shore operational safety and wellhead stability.Additionally,soil disturbance near the mudline diminishes the conductor’s bearing capacity,potentially rendering it inadequate for wellhead support and increasing operational risks.This study introduces a static analysis model based on plastic hinge theory to evaluate conductor survivability.The conductor analysis divides the structure into three segments:above waterline,submerged,and embedded below mudline.An idealized elastic-plastic p-y curve model characterizes soil behavior beneath the mudline,while the finite difference method(FDM)analyzes the conductor’s mechanical response under complex pile-head boundary conditions.Numerical simulations using ABAQUS validate the plastic hinge approach against conventional methods,confirming its accuracy in predicting structural performance.These results provide valuable insights for optimizing installation depths and bearing capacity designs of marine drilling conductors in ice-prone regions. 展开更多
关键词 marine drilling conductor ice load mechanical property apparent plastic hinge depth-to-fixity
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Shear behaviors of intermittent joints subjected to shearing cycles under constant normal stiffness conditions:Effects of loading parameters 被引量:1
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作者 Bin Wang Yujing Jiang +1 位作者 Qiangyong Zhang Hongbin Chen 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第5期2695-2712,共18页
A conceptual model of intermittent joints is introduced to the cyclic shear test in the laboratory to explore the effects of loading parameters on its shear behavior under cyclic shear loading.The results show that th... A conceptual model of intermittent joints is introduced to the cyclic shear test in the laboratory to explore the effects of loading parameters on its shear behavior under cyclic shear loading.The results show that the loading parameters(initial normal stress,normal stiffness,and shear velocity)determine propagation paths of the wing and secondary cracks in rock bridges during the initial shear cycle,creating different morphologies of macroscopic step-path rupture surfaces and asperities on them.The differences in stress state and rupture surface induce different cyclic shear responses.It shows that high initial normal stress accelerates asperity degradation,raises shear resistance,and promotes compression of intermittent joints.In addition,high normal stiffness provides higher normal stress and shear resistance during the initial cycles and inhibits the dilation and compression of intermittent joints.High shear velocity results in a higher shear resistance,greater dilation,and greater compression.Finally,shear strength is most sensitive to initial normal stress,followed by shear velocity and normal stiffness.Moreover,average dilation angle is most sensitive to initial normal stress,followed by normal stiffness and shear velocity.During the shear cycles,frictional coefficient is affected by asperity degradation,backfilling of rock debris,and frictional area,exhibiting a non-monotonic behavior. 展开更多
关键词 Intermittent joint Cyclic shear loading parameter Constant normal stiffness(CNS)
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Bi-directional interaction of joint shear strength in non-seismically designed corner RC beam-column connections under seismic loading 被引量:1
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作者 Mohammad Amir Najafgholipour Negin Ahmadi rad Akanshu Sharma 《Earthquake Engineering and Engineering Vibration》 2025年第1期135-153,共19页
Non-seismically designed(NSD)beam-column joints are susceptible to joint shear failure under seismic loads.Although significant research is available on the seismic behavior of such joints of planar frames,the informa... Non-seismically designed(NSD)beam-column joints are susceptible to joint shear failure under seismic loads.Although significant research is available on the seismic behavior of such joints of planar frames,the information on the seismic behavior of joints of space frames(3D joints)is insufficient.The 3D joints are subjected to bi-directional excitation,which results in an interaction between the shear strength obtained for the joint in the two orthogonal directions separately.The bi-directional seismic behavior of corner reinforced concrete(RC)joints is the focus of this study.First,a detailed finite element(FE)model using the FE software Abaqus,is developed and validated using the test results from the literature.The validated modeling procedure is used to conduct a parametric study to investigate the influence of different parameters such as concrete strength,dimensions of main and transverse beams framing into the joint,presence or absence of a slab,axial load ratio and loading direction on the seismic behavior of joints.By subjecting the models to different combinations of loads on the beams along perpendicular directions,the interaction of the joint shear strength in two orthogonal directions is studied.The comparison of the interaction curves of the joints obtained from the numerical study with a quadratic(circular)interaction curve indicates that in a majority of cases,the quadratic interaction model can represent the strength interaction diagrams of RC beam to column connections with governing joint shear failure reasonably well. 展开更多
关键词 beam-column joints joint shear failure bidirectional loading interaction curve finite element study
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High Fe‑Loading Single‑Atom Catalyst Boosts ROS Production by Density Effect for Efficient Antibacterial Therapy
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作者 Si Chen Fang Huang +5 位作者 Lijie Mao Zhimin Zhang Han Lin Qixin Yan Xiangyu Lu Jianlin Shi 《Nano-Micro Letters》 SCIE EI CAS 2025年第2期187-203,共17页
The current single-atom catalysts(SACs)for medicine still suffer from the limited active site density.Here,we develop a synthetic method capable of increasing both the metal loading and mass-specific activity of SACs ... The current single-atom catalysts(SACs)for medicine still suffer from the limited active site density.Here,we develop a synthetic method capable of increasing both the metal loading and mass-specific activity of SACs by exchanging zinc with iron.The constructed iron SACs(h^(3)-FNC)with a high metal loading of 6.27 wt%and an optimized adjacent Fe distance of~4 A exhibit excellent oxidase-like catalytic performance without significant activity decay after being stored for six months and promising antibacterial effects.Attractively,a“density effect”has been found at a high-enough metal doping amount,at which individual active sites become close enough to interact with each other and alter the electronic structure,resulting in significantly boosted intrinsic activity of single-atomic iron sites in h^(3)-FNCs by 2.3 times compared to low-and medium-loading SACs.Consequently,the overall catalytic activity of h^(3)-FNC is highly improved,with mass activity and metal mass-specific activity that are,respectively,66 and 315 times higher than those of commercial Pt/C.In addition,h^(3)-FNCs demonstrate efficiently enhanced capability in catalyzing oxygen reduction into superoxide anion(O_(2)·^(−))and glutathione(GSH)depletion.Both in vitro and in vivo assays demonstrate the superior antibacterial efficacy of h^(3)-FNCs in promoting wound healing.This work presents an intriguing activity-enhancement effect in catalysts and exhibits impressive therapeutic efficacy in combating bacterial infections. 展开更多
关键词 Nanocatalytic medicine Single-atom catalysts Reactive oxygen species(ROS) High metal loading Oxidase catalysis
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Investigation on the Ice Load on a Cylinder Vertically Breaking through Model Ice Sheet from Underneath
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作者 ZHAO Wei−hang TIAN Yu−kui +3 位作者 JI Shao−peng GANG Xu−hao YU Chao−ge KONG Shuai 《船舶力学》 北大核心 2025年第6期964-975,共12页
Ice load on underwater vehicles breaking through ice covers from underneath is a significant concern for researchers in polar exploration,and the research on this problem is still in its early stages.Both mechanical e... Ice load on underwater vehicles breaking through ice covers from underneath is a significant concern for researchers in polar exploration,and the research on this problem is still in its early stages.Both mechanical experimental measurement and numerical simulation pose research challenges.This study focuses on the ice load of a cylinder structure breaking upward through the ice sheet form underneath in the Small Ice Model Basin of China Ship Scientific Research Center(CSSRC SIMB).A high-speed camera system was employed to observe the ice sheet failure during the tests,in which,with the loading position as center,local radial cracks and circumferential cracks were generated.A load sensor was used to measure the overall ice load during this process.Meanwhile,a numerical model was developed using LS-DYNA for validation and comparison.With this model,numerical simulation was conducted under various ice thicknesses and upgoing speeds to analyze the instantaneous curves of ice load.The calculation results were statistically analyzed under different working conditions to determine the influence of the factors on the ice load of the cylinder.The study explores the measurement method about ice load of objects vertically breaking through model ice sheet and is expected to provide some fundamental insights into the safety design of underwater structures operating in ice waters. 展开更多
关键词 CYLINDER model test failure mode crack propagation ice load numerical modeling
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A Review on Modeling Environmental Loading Effects and Their Contributions to Nonlinear Variations of Global Navigation Satellite System Coordinate Time Series 被引量:1
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作者 Zhao Li Weiping Jiang +3 位作者 Tonie van Dam Xiaowei Zou Qusen Chen Hua Chen 《Engineering》 2025年第4期26-37,共12页
Nonlinear variations in the coordinate time series of global navigation satellite system(GNSS) reference stations are strongly correlated with surface displacements caused by environmental loading effects,including at... Nonlinear variations in the coordinate time series of global navigation satellite system(GNSS) reference stations are strongly correlated with surface displacements caused by environmental loading effects,including atmospheric, hydrological, and nontidal ocean loading. Continuous improvements in the accuracy of surface mass loading products, performance of Earth models, and precise data-processing technologies have significantly advanced research on the effects of environmental loading on nonlinear variations in GNSS coordinate time series. However, owing to theoretical limitations, the lack of high spatiotemporal resolution surface mass observations, and the coupling of GNSS technology-related systematic errors, environmental loading and nonlinear GNSS reference station displacements remain inconsistent. The applicability and capability of these loading products across different regions also require further evaluation. This paper outlines methods for modeling environmental loading, surface mass loading products, and service organizations. In addition, it summarizes recent advances in applying environmental loading to address nonlinear variations in global and regional GNSS coordinate time series. Moreover, the scientific questions of existing studies are summarized, and insights into future research directions are provided. The complex nonlinear motion of reference stations is a major factor limiting the accuracy of the current terrestrial reference frame. Further refining the environmental load modeling method, establishing a surface mass distribution model with high spatiotemporal resolution and reliability, exploring other environmental load factors such as ice sheet and artificial mass-change effects, and developing an optimal data-processing model and strategy for reprocessing global reference station data consistently could contribute to the development of a millimeter-level nonlinear motion model for GNSS reference stations with actual physical significance and provide theoretical support for establishing a terrestrial reference frame with 1 mm accuracy by 2050. 展开更多
关键词 Environmental loading Global navigation satellite system Nonlinear variations Time series analysis Surface mass distribution Green’s function Spherical harmonic function
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A 3-Dimensional Cargo Loading Algorithm for the Conveyor-Type Loading System
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作者 Hyeonbin Jeong Young Tae Ryu +1 位作者 Byung Duk Song Sang-Duck Lee 《Computer Modeling in Engineering & Sciences》 2025年第3期2739-2769,共31页
This paper proposes a novel cargo loading algorithm applicable to automated conveyor-type loading systems.The algorithm offers improvements in computational efficiency and robustness by utilizing the concept of discre... This paper proposes a novel cargo loading algorithm applicable to automated conveyor-type loading systems.The algorithm offers improvements in computational efficiency and robustness by utilizing the concept of discrete derivatives and introducing logistics-related constraints.Optional consideration of the rotation of the cargoes was made to further enhance the optimality of the solutions,if possible to be physically implemented.Evaluation metrics were developed for accurate evaluation and enhancement of the algorithm’s ability to efficiently utilize the loading space and provide a high level of dynamic stability.Experimental results demonstrate the extensive robustness of the proposed algorithm to the diversity of cargoes present in Business-to-Consumer environments.This study contributes practical advancements in both cargo loading optimization and automation of the logistics industry,with potential applications in last-mile delivery services,warehousing,and supply chain management. 展开更多
关键词 3-dimensional loading automated loading system B2C logistics cargo loading algorithm conveyortype loading
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MP-IgG、MP-DNA、MP-IgM联合诊断儿童支原体肺炎的临床意义
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作者 徐进进 孙明 朱雨莲 《系统医学》 2025年第3期30-32,共3页
目的探究肺炎支原体免疫球蛋白G抗体(mycoplasma pneumoniae immunoglobulin gantibody,MP-IgG)、肺炎支原体脱氧核糖核酸抗体(mycoplasma pneumoniae deoxyribonucleic acid,MP-DNA)、肺炎支原体免疫球蛋白M抗体(mycoplasma pneumoniae... 目的探究肺炎支原体免疫球蛋白G抗体(mycoplasma pneumoniae immunoglobulin gantibody,MP-IgG)、肺炎支原体脱氧核糖核酸抗体(mycoplasma pneumoniae deoxyribonucleic acid,MP-DNA)、肺炎支原体免疫球蛋白M抗体(mycoplasma pneumoniae immunoglobulin mantibody,MP-IgM)联合诊断儿童支原体肺炎的临床意义。方法非随机选取2023年10月—2024年4月盐城市大丰人民医院收治的60例疑似儿童支原体肺炎患儿作为研究对象,所有患儿均行MP-IgG、MP-DNA、MP-IgM检测,以综合诊断(查体、实验室检查、影像学检查)结果为金标准,对比MP-IgG、MP-DNA、MP-IgM单一检测及联合检测的准确度、特异度、灵敏度。结果综合诊断结果显示,儿童支原体肺炎患儿55例,非感染患儿5例。MP-IgG+MP-IgM+MP-DNA联合检测的准确度、特异度、灵敏度均高于三种指标单一检测,差异有统计学意义(P均<0.05)。联合检测的准确度为95.00%(57/60)、特异度为80.00%(4/5)、灵敏度为96.36%(53/55)。结论在儿童支原体肺炎的临床诊断中,与MPIgG、MP-DNA、MP-IgM单一检测相比,联合诊断的诊断效能更高,可为针对性治疗提供有效支撑。 展开更多
关键词 MP-IgG mp-dna MP-IGM 联合诊断 儿童支原体肺炎
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Experimental investigation and life prediction for the load spectrum with flight mission characteristics on a P/M superalloy
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作者 Renjie JIANG Xiaoguang YANG +2 位作者 Muwei CHENG Jia HUANG Duoqi SHI 《Chinese Journal of Aeronautics》 2025年第3期403-412,共10页
The service load on high temperature rotating components of aero-engines generally exhibits flight mission characteristics. The general shape of the load spectrum is that Type Ⅲ/Ⅳ cyclic loading and creep loading ar... The service load on high temperature rotating components of aero-engines generally exhibits flight mission characteristics. The general shape of the load spectrum is that Type Ⅲ/Ⅳ cyclic loading and creep loading are superimposed on Type Ⅰ cyclic loading. Meanwhile, the sequence of the Type Ⅲ/Ⅳ cyclic and creep loading varies with mission. This work performed load spectrum test with this characteristic on the Ni-based alloy FGH96. Then a life prediction method was developed based on the Chaboche fatigue damage accumulation model and a modified time fraction model. Creep followed by Fatigue (C-F) test was carried out to reveal the creep-fatigue interaction and calibrate parameters. The results show that most test results fall within the 2-fold deviation band. The sequence of creep-fatigue loading within the load spectrum exhibited a limited effect on life. Finally, simplified methods were developed to improve analysis efficiency, and cases where simplified methods could replace the proposed method were discussed. 展开更多
关键词 load spectrum Life prediction Flight mission loading sequence Niclel alloys
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Effect of loading rate on the mechanical response and energy evolution of skarn rock subjected to constant-amplitude cyclic loading
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作者 WU Yun-feng WANG Yu +5 位作者 LI Chang-hong ZHOU Bao-kun LI Peng CAI Mei-feng SUN Chang-kun TIAN Zi-cheng 《Journal of Central South University》 2025年第3期1117-1140,共24页
This work aims to reveal the mechanical responses and energy evolution characteristics of skarn rock under constant amplitude-varied frequency loading paths.Testing results show that the fatigue lifetime,stress−strain... This work aims to reveal the mechanical responses and energy evolution characteristics of skarn rock under constant amplitude-varied frequency loading paths.Testing results show that the fatigue lifetime,stress−strain responses,deformation,energy dissipation and fracture morphology are all impacted by the loading rate.A pronounced influence of the loading rate on rock deformation is found,with slower loading rate eliciting enhanced strain development,alongside augmented energy absorption and dissipation.In addition,it is revealed that the loading rate and cyclic loading amplitude jointly influence the phase shift distribution,with accelerated rates leading to a narrower phase shift duration.It is suggested that lower loading rate leads to more significant energy dissipation.Finally,the tensile or shear failure modes were intrinsically linked to loading strategy,with cyclic loading predominantly instigating shear damage,as manifest in the increased presence of pulverized grain particles.This work would give new insights into the fortification of mining structures and the optimization of mining methodologies. 展开更多
关键词 cyclic loading loading rate constant amplitude deformation characteristics energy dissipation
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Research on Short-Term Electric Load Forecasting Using IWOA CNN-BiLSTM-TPA Model
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作者 MEI Tong-da SI Zhan-jun ZHANG Ying-xue 《印刷与数字媒体技术研究》 北大核心 2025年第1期179-187,共9页
Load forecasting is of great significance to the development of new power systems.With the advancement of smart grids,the integration and distribution of distributed renewable energy sources and power electronics devi... Load forecasting is of great significance to the development of new power systems.With the advancement of smart grids,the integration and distribution of distributed renewable energy sources and power electronics devices have made power load data increasingly complex and volatile.This places higher demands on the prediction and analysis of power loads.In order to improve the prediction accuracy of short-term power load,a CNN-BiLSTMTPA short-term power prediction model based on the Improved Whale Optimization Algorithm(IWOA)with mixed strategies was proposed.Firstly,the model combined the Convolutional Neural Network(CNN)with the Bidirectional Long Short-Term Memory Network(BiLSTM)to fully extract the spatio-temporal characteristics of the load data itself.Then,the Temporal Pattern Attention(TPA)mechanism was introduced into the CNN-BiLSTM model to automatically assign corresponding weights to the hidden states of the BiLSTM.This allowed the model to differentiate the importance of load sequences at different time intervals.At the same time,in order to solve the problem of the difficulties of selecting the parameters of the temporal model,and the poor global search ability of the whale algorithm,which is easy to fall into the local optimization,the whale algorithm(IWOA)was optimized by using the hybrid strategy of Tent chaos mapping and Levy flight strategy,so as to better search the parameters of the model.In this experiment,the real load data of a region in Zhejiang was taken as an example to analyze,and the prediction accuracy(R2)of the proposed method reached 98.83%.Compared with the prediction models such as BP,WOA-CNN-BiLSTM,SSA-CNN-BiLSTM,CNN-BiGRU-Attention,etc.,the experimental results showed that the model proposed in this study has a higher prediction accuracy. 展开更多
关键词 Whale Optimization Algorithm Convolutional Neural Network Long Short-Term Memory Temporal Pattern Attention Power load forecasting
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Cyclic shear responses of rough-walled rock joints subjected to dynamic normal loads
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作者 Qiang Zhu Qian Yin +1 位作者 Zhigang Tao Manchao He 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第5期3289-3297,共9页
In rock engineering,the cyclic shear characteristics of rough joints under dynamic disturbances are still insufficiently studied.This study conducted cyclic shear experiments on rough joints under dynamic normal loads... In rock engineering,the cyclic shear characteristics of rough joints under dynamic disturbances are still insufficiently studied.This study conducted cyclic shear experiments on rough joints under dynamic normal loads to assess the impact of shear frequency(f_(h))and shear displacement amplitude(u_(d))on the frictional properties of the joint.The results reveal that within a single shearing cycle,the normal displacement negatively correlates with the dynamic normal force.As the shear cycle number increases,the joint surface undergoes progressive wear,resulting in an exponential decrease in the peak normal displacement.In the cyclic shearing procedure,the forward peak values of shear force and friction coefficient display larger fluctuations at either lower or higher shear frequencies.However,under moderate shear frequency conditions,the changes in the shear strength of the joint surface are smaller,and the degree of degradation post-shearing is relatively limited.As the shear displacement amplitude increases,the range of normal deformation within the joint widens.Furthermore,after shearing,the corresponding joint roughness coefficient trend shows a gradual decrease with an increasing shear displacement amplitude,while varying with the shearing frequency in a pattern that initially rises and then falls,with a turning point at 0.05 Hz.The findings of this research contribute to a profound comprehension of the cyclic frictional properties of rock joints under dynamic disturbances. 展开更多
关键词 Dynamic normal load Dynamic shear load Rough joints Friction mechanisms
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血清MP-DNA载量联合NK细胞计数评估耐药性肺炎支原体肺炎患儿的免疫特征研究
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作者 张开京 黄小慧 +1 位作者 吕晓娟 陈俊松 《中国现代医生》 2025年第17期25-28,37,共5页
目的探讨大环内酯类药物无反应性肺炎支原体肺炎(Mycoplasma pneumoniae pneumonia,MPP)与大环内酯类药物敏感MPP(macrolide-susceptible MPP,MSMPP)的免疫特征差异,评估血清肺炎支原体(Mycoplasma pneumoniae,MP)-DNA载量及NK细胞计数... 目的探讨大环内酯类药物无反应性肺炎支原体肺炎(Mycoplasma pneumoniae pneumonia,MPP)与大环内酯类药物敏感MPP(macrolide-susceptible MPP,MSMPP)的免疫特征差异,评估血清肺炎支原体(Mycoplasma pneumoniae,MP)-DNA载量及NK细胞计数在疾病进程中的临床意义。方法选取2022年8月至2023年8月在杭州市儿童医院住院的120例MPP患儿作为研究对象,根据使用大环内酯类抗生素72h内是否有效分为MSMPP组(n=36)和大环内酯类药物无反应性MPP(macrolide-susceptible MPP,MSMPP)组(n=84),比较两组患儿入院后6h内各项指标的差异。使用多因素方差分析独立危险因素,采用受试者操作特征曲线(receiver operating characteristic curve,ROC曲线)分析诊断效能。结果CD4^(+)T、NK、lgMP-DNA是可预测MPP患儿是否为MUMPP的独立危险因素。CD4^(+)T、NK、lgMP-DNA、NK+CD4^(+)T、lgMP-DNA+CD4^(+)T、lgMP-DNA+NK的ROC曲线下面积分别为0.684、0.753、0.728、0.803、0.779、0.813。结论外周血NK细胞减少及高MP-DNA载量是耐药性支原体肺炎的重要临床特征,联合检测可为后续诊疗提供重要临床价值。 展开更多
关键词 NK细胞 mp-dna CD4^(+)T细胞 肺炎支原体肺炎
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Damage evolution and failure behavior of coal-rock combination subjected to different cyclic loading paths and loading rates: Insights from energy-driven effects
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作者 WANG Kai ZUO Xiao-huan +4 位作者 DU Feng SUN Jia-zhi JU Yang SHU Long-yong CAI Yong-bo 《Journal of Central South University》 2025年第9期3447-3469,共23页
In this study,a uniaxial cyclic compression test is conducted on coal-rock composite structures under two cyclic loads using MTSE45.104 testing apparatus to investigate the macro-mesoscopic deformation,damage behavior... In this study,a uniaxial cyclic compression test is conducted on coal-rock composite structures under two cyclic loads using MTSE45.104 testing apparatus to investigate the macro-mesoscopic deformation,damage behavior,and energy evolution characteristics of these structures under different cyclic stress disturbances.Three loading and unloading rates(LURs)are tested to examine the damage behaviors and energy-driven characteristics of the composites.The findings reveal that the energy-driven behavior,mechanical properties,and macro-micro degradation characteristics of the composites are significantly influenced by the loading rate.Under the gradual cyclic loading and unloading(CLU)path with a constant lower limit(path I)and the CLU path with variable upper and lower boundaries(path II),an increase in LURs from 0.05 to 0.15 mm/min reduces the average loading time by 32.39%and 48.60%,respectively.Consequently,the total number of cracks in the samples increases by 1.66-fold for path I and 1.41-fold for path II.As LURs further increase,the energy storage limit of samples expands,leading to a higher proportion of transmatrix and shear cracks.Under both cyclic loading conditions,a broader cyclic stress range promotes energy dissipation and the formation of internal fractures.Notably,at higher loading rates,cracks tend to propagate along primary weak surfaces,leading to an increased incidence of intermatrix fractures.This behavior indicates a microscopic feature of the failure mechanisms in composite structures.These results provide a theoretical basis for elucidating the damage and failure characteristics of coal-rock composite structures under cyclic stress disturbances. 展开更多
关键词 coal-rock composite samples cyclic loading loading and unloading rates RA-AF correlation macro-micro damage features failure behavior
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Strontium–Alix interaction enhances exosomal miRNA selectively loading in synovial MSCs for temporomandibular joint osteoarthritis treatment
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作者 Wenxiu Yuan Jiaqi Liu +10 位作者 Zhenzhen Zhang Chengxinyue Ye Xueman Zhou Yating Yi Yange Wu Yijun Li Qinlanhui Zhang Xin Xiong Hengyi Xiao Jin Liu Jun Wang 《International Journal of Oral Science》 2025年第1期66-81,共16页
The ambiguity of etiology makes temporomandibular joint osteoarthritis(TMJOA)“difficult-to-treat”.Emerging evidence underscores the therapeutic promise of exosomes in osteoarthritis management.Nonetheless,challenges... The ambiguity of etiology makes temporomandibular joint osteoarthritis(TMJOA)“difficult-to-treat”.Emerging evidence underscores the therapeutic promise of exosomes in osteoarthritis management.Nonetheless,challenges such as low yields and insignificant efficacy of current exosome therapies necessitate significant advances.Addressing lower strontium(Sr)levels in arthritic synovial microenvironment,we studied the effect of Sr element on exosomes and miRNA selectively loading in synovial mesenchymal stem cells(SMSCs).Here,we developed an optimized system that boosts the yield of SMSC-derived exosomes(SMSCEXOs)and improves their miRNA profiles with an elevated proportion of beneficial miRNAs,while reducing harmful ones by pretreating SMSCs with Sr.Compared to untreated SMSC-EXOs,Sr-pretreated SMSC-derived exosomes(Sr-SMSC-EXOs)demonstrated superior therapeutic efficacy by mitigating chondrocyte ferroptosis and reducing osteoclast-mediated joint pain in TMJOA.Our results illustrate Alix’s crucial role in Sr-triggered miRNA loading,identifying miR-143-3p as a key anti-TMJOA exosomal component.Interestingly,this system is specifically oriented towards synovium-derived stem cells.The insight into trace elementdriven,site-specific miRNA selectively loading in SMSC-EXOs proposes a promising therapeutic enhancement strategy for TMJOA. 展开更多
关键词 OSTEOARTHRITIS ELEVATED loadING
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