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Study on correlation of thermal model to in-orbit data for infrared optical payloads on FY-3E/HIRAS-Ⅱ
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作者 LI Yu-Han YANG Bao-Yu +4 位作者 ZHANG Qiang GUO Zhi-Peng WU Yi-Nong TANG Xiao LI Shang-Ju 《红外与毫米波学报》 北大核心 2025年第3期394-405,共12页
The Infrared Hyperspectral Atmospheric SounderⅡ(HIRAS-Ⅱ)is the key equipment on FengYun-3E(FY-3E)satellite,which can realize vertical atmospheric detection,featuring hyper spectral,high sensitivity and high precisio... The Infrared Hyperspectral Atmospheric SounderⅡ(HIRAS-Ⅱ)is the key equipment on FengYun-3E(FY-3E)satellite,which can realize vertical atmospheric detection,featuring hyper spectral,high sensitivity and high precision.To ensure its accuracy of detection,it is necessary to correlate their thermal models to in-orbit da⁃ta.In this work,an investigation of intelligent correlation method named Intelligent Correlation Platform for Ther⁃mal Model(ICP-TM)was established,the advanced Kriging surrogate model and efficient adaptive region opti⁃mization algorithm were introduced.After the correlation with this method for FY-3E/HIRAS-Ⅱ,the results indi⁃cate that compared with the data in orbit,the error of the thermal model has decreased from 5 K to within±1 K in cold case(10℃).Then,the correlated model is validated in hot case(20℃),and the correlated model exhibits good universality.This correlation precision is also much superiors to the general ones like 3 K in other similar lit⁃erature.Furthermore,the process is finished in 8 days using ICP-TM,the efficiency is much better than 3 months based on manual.The results show that the proposed approach significantly enhances the accuracy and efficiency of thermal model,this contributes to the precise thermal control of subsequent infrared optical payloads. 展开更多
关键词 thermal model intelligent correlation method surrogate model infrared optical payload FY-3E
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An improved model for predicting thermal contact resistance at multi-layered rock interface
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作者 WEN Min-jie XIE Jia-hao +4 位作者 LI Li-chen TIAN Yi EL NAGGAR M.Hesham MEI Guo-xiong WU Wen-bing 《Journal of Central South University》 2025年第1期229-243,共15页
This study proposes a general imperfect thermal contact model to predict the thermal contact resistance at the interface among multi-layered composite structures.Based on the Green-Lindsay(GL)thermoelastic theory,semi... This study proposes a general imperfect thermal contact model to predict the thermal contact resistance at the interface among multi-layered composite structures.Based on the Green-Lindsay(GL)thermoelastic theory,semi analytical solutions of temperature increment and displacement of multi-layered composite structures are obtained by using the Laplace transform method,upon which the effects of thermal resistance coefficient,partition coefficient,thermal conductivity ratio and heat capacity ratio on the responses are studied.The results show that the generalized imperfect thermal contact model can realistically describe the imperfect thermal contact problem.Accordingly,it may degenerate into other thermal contact models by adjusting the thermal resistance coefficient and partition coefficient. 展开更多
关键词 multi-layered structures general thermal contact model thermal contact resistance GL thermoelastic theory Laplace transform
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基于Modelica-LSTM双驱动的数字孪生机床热误差补偿模型构建
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作者 孙丽 王诗灏 +3 位作者 姜锋 关咏臻 徐家淳 刘荣玺 《制造技术与机床》 北大核心 2025年第10期205-213,共9页
针对数控机床在高速、高负载运行中因热变形导致的热误差问题,提出一种基于Modelica多领域建模与长短期记忆网络(long short-term memory,LSTM)联合驱动的热误差补偿方法。通过Modelica构建机床机械、电气、热力学多物理场耦合的高保真... 针对数控机床在高速、高负载运行中因热变形导致的热误差问题,提出一种基于Modelica多领域建模与长短期记忆网络(long short-term memory,LSTM)联合驱动的热误差补偿方法。通过Modelica构建机床机械、电气、热力学多物理场耦合的高保真数字孪生模型,结合LSTM对机理模型未覆盖的非线性动态误差进行数据驱动补偿。实验以五轴数控加工中心DMG MORI DMU 50为对象,在预热、阶梯加载及扰动工况下采集温度、振动和热误差数据,验证模型性能。结果表明,Modelica-LSTM双驱动模型相较于单一Modelica机理模型,均方根误差降低51.2%,补偿后误差波动幅度减少72%,在高温及动态工况下显著提升预测精度。该方法为高精密机床热误差补偿提供了物理与数据协同驱动的有效解决方案。 展开更多
关键词 数控机床 热误差补偿 modelICA 长短期记忆网络 多领域建模 数字孪生
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Size-dependent heat conduction of thermal cellular structures: A surface-enriched multiscale method
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作者 Xiaofeng Xu Junfeng Li +2 位作者 Xuanhao Wu Ling Ling Li Li 《Defence Technology(防务技术)》 2025年第7期50-67,共18页
This paper examined how microstructure influences the homogenized thermal conductivity of cellular structures and revealed a surface-induced size-dependent effect.This effect is linked to the porous microstructural fe... This paper examined how microstructure influences the homogenized thermal conductivity of cellular structures and revealed a surface-induced size-dependent effect.This effect is linked to the porous microstructural features of cellular structures,which stems from the degree of porosity and the distri-bution of the pores.Unlike the phonon-driven surface effect at the nanoscale,the macro-scale surface mechanism in thermal cellular structures is found to be the microstructure-induced changes in the heat conduction path based on fully resolved 3D numerical simulations.The surface region is determined by the microstructure,characterized by the intrinsic length.With the coupling between extrinsic and intrinsic length scales under the surface mechanism,a surface-enriched multiscale method was devel-oped to accurately capture the complex size-dependent thermal conductivity.The principle of scale separation required by classical multiscale methods is not necessary to be satisfied by the proposed multiscale method.The significant potential of the surface-enriched multiscale method was demon-strated through simulations of the effective thermal conductivity of a thin-walled metamaterial struc-ture.The surface-enriched multiscale method offers higher accuracy compared with the classical multiscale method and superior efficiency over high-fidelity finite element methods. 展开更多
关键词 thermal conductivity Surface-enriched multiscale method METAMATERIAL Surface effect Multi-scale modeling
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Modeling Approach of Regression Orthogonal Experiment Design for Thermal Error Compensation of CNC Turning Center 被引量:2
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作者 DU Zheng-chun, YANG Jian-guo, YAO Zhen-qiang, REN Yong-qiang (School of Mechanical Engineering, Shanghai Jiaotong University, Shanghai 200030, China) 《厦门大学学报(自然科学版)》 CAS CSCD 北大核心 2002年第S1期23-,共1页
The thermal induced errors can account for as much as 70% of the dimensional errors on a workpiece. Accurate modeling of errors is an essential part of error compensation. Base on analyzing the existing approaches of ... The thermal induced errors can account for as much as 70% of the dimensional errors on a workpiece. Accurate modeling of errors is an essential part of error compensation. Base on analyzing the existing approaches of the thermal error modeling for machine tools, a new approach of regression orthogonal design is proposed, which combines the statistic theory with machine structures, surrounding condition, engineering judgements, and experience in modeling. A whole computation and analysis procedure is given. Therefore, the model got from this method are more robust and practical than those got from the present method that depends on the modeling data completely. At last more than 100 applications of CNC turning center with only one thermal error model are given. The cutting diameter variation reduces from more than 35 μm to about 12 μm with the orthogonal regression modeling and compensation of thermal error. 展开更多
关键词 regression orthogonal thermal error compensation robust modeling CNC machine tool
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An interface shear damage model of chromium coating/steel substrate under thermal erosion load 被引量:8
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作者 Xiao-long Li Yong Zang +3 位作者 Yong Lian Min-yu Ma Lei Mu Qin Qin 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2021年第2期405-415,共11页
The Cr-plated coating inside a gun barrel can effectively improve the barrel’s erosion resistance and thus increase the service life.However,due to the cyclic thermal load caused by high-temperature gunpowder,micro-e... The Cr-plated coating inside a gun barrel can effectively improve the barrel’s erosion resistance and thus increase the service life.However,due to the cyclic thermal load caused by high-temperature gunpowder,micro-element damage tends to occur within the Cr coating/steel substrate interface,leading to a gradual deterioration in macro-mechanical properties for the material in the related region.In order to mimic this cyclic thermal load and,thereby,study the thermal erosion behavior of the Cr coating on the barrel’s inner wall,a laser emitter is utilized in the current study.With the help of in-situ tensile test and finite element simulation results,a shear stress distribution law of the Cr coating/steel substrate and a change law of the interface ultimate shear strength are identified.Studies have shown that the Cr coating/steel substrate interface’s ultimate shear strength has a significant weakening effect due to increasing temperature.In this study,the interfacial ultimate shear strength decreases from 2.57 GPa(no erosion)to 1.02 GPa(laser power is 160 W).The data from this experiment is employed to establish a Cr coating/steel substrate interface shear damage model.And this model is used to predict the flaking process of Cr coating by finite element method.The simulation results show that the increase of coating crack spacing and coating thickness will increase the service life of gun barrel. 展开更多
关键词 Cr coating/steel substrate thermal erosion Finite element simulation Ultimate shear strength Interface shear damage model
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Cross-linking density and aging constitutive model of HTPB coating under prestrain thermal accelerated aging 被引量:1
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作者 Yong-qiang Du Jian Zheng Chao Xiong 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2020年第2期439-446,共8页
In order to study the cross-linking density and aging constitutive relationship of HTPB coating during storage,the thermal accelerated aging tests at 0%,3%,6%and 9%prestrains were carried out.The crosslinking density ... In order to study the cross-linking density and aging constitutive relationship of HTPB coating during storage,the thermal accelerated aging tests at 0%,3%,6%and 9%prestrains were carried out.The crosslinking density of HTPB coating at different aging stages were tested using low-field^1 H NMR and the variation of cross-linking density was analyzed.The aging model of cross-linking density considering the chemical aging and the physical stretching factors was established.The uniaxial tensile tests were carried out on HTPB coating at different aging stages and the cross-linking density was introduced into Ogden hyperelastic constitutive model as a characterization parameter of correction coefficient.Combined with uniaxial tensile test results,a prestrain aging constitutive model of HTPB coating was established.The results show that the cross-linking density of HTPB coating increases rapidly at first and then slowly with the increase of thermal accelerated aging time without prestrain.Under prestrain conditions,the crosslinking density of HTPB coating decreases at the early stage,and increases rapidly at first and then slowly at the middle and late stages of thermal accelerated aging.The correlation coefficients of aging model of cross-linking density and aging constitutive model with test results are R>0.9500 and R>0.9900 respectively,which can be used to accurately describe the cross-linking density and aging constitutive relationship of HTPB coating under prestrain accelerated thermal aging conditions. 展开更多
关键词 PRESTRAIN thermal accelerated AGING Low-field^1H NMR Cross-linking density AGING CONSTITUTIVE model
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Parameter fitting of constitutive model and FEM analysis of solder joint thermal cycle reliability for lead-free solder Sn-3.5Ag 被引量:1
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作者 周萍 胡炳亭 +1 位作者 周孑民 杨莺 《Journal of Central South University》 SCIE EI CAS 2009年第3期339-343,共5页
The experimental tests of tensile for lead-flee solder Sn-3.5Ag were performed for the general work temperatures range from 11 to 90 ℃ and strain rate range from 5 × 10^-5 to 2 × 10^-2s^-1, and its stress--... The experimental tests of tensile for lead-flee solder Sn-3.5Ag were performed for the general work temperatures range from 11 to 90 ℃ and strain rate range from 5 × 10^-5 to 2 × 10^-2s^-1, and its stress--strain curves were compared to those of solder Sn-37Pb. The parameters in Anand model for solder Sn-3.5Ag were fitted based on experimental data and nonlinear fitting method, and its validity was checked by means of experimental data. Furthermore, the Anand model was used in the FEM analysis to evaluate solder joint thermal cycle reliability. The results show that solder Sn-3.5Ag has a better creep resistance than solder Sn-37Pb. The maximum stress is located at the upper right comer of the outmost solder joint from the symmetric center, and thermal fatigue life is predicted to be 3.796 × 10^4 cycles under the calculated conditions. 展开更多
关键词 lead free solder Sn-3.5Ag alloy Sn-37Pb alloy constitutive model TENSILE FEM analysis thermal cycle reliability
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Thermal conductivity modeling of water containing metal oxide nanoparticles 被引量:1
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作者 Ahmad Azari 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第3期1141-1145,共5页
The nano particles have demonstrated great potential to improve the heat transfer characteristics of heat transfer fluids.Possible parameters responsible for this increase were studied. The heat transfer profile in th... The nano particles have demonstrated great potential to improve the heat transfer characteristics of heat transfer fluids.Possible parameters responsible for this increase were studied. The heat transfer profile in the nanolayer region was combined with other parameters such as volume fraction, particle radius thermal conductivity of the fluid, particle and nanolayer, to formulate a thermal conductivity model. Results predicting the thermal conductivity of nanofluids using the model were compared with experimental results as well as studies by other researchers. The comparison of the results obtained for the Cu O/water and Ti O2/water nanofluids studied shows that the correlation proposed is in closest proximity in predicting the experimental results for the thermal conductivity of a nanofluid. Also, a parametric study was performed to understand how a number of factors affect the thermal conductivity of nanofluids using the developed correlation. 展开更多
关键词 nanofluid effective thermal conductivity nanoparticle nanolayer modeling
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A Kinematic Thermal Model for Descending Slabs with Velocity Boundary Layers
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作者 Keliang Zhang Graduate University of the Chinese Academy of Sciences,College of Earth Science,Beijing 100049,China. 《地学前缘》 EI CAS CSCD 北大核心 2009年第S1期195-196,共2页
Kinematic models compute the temperature distribution by prescribing a constant convergent velocity for the subducting slab,resulting in an artificial velocity discontinuity,which may accelerate the heating of subduct... Kinematic models compute the temperature distribution by prescribing a constant convergent velocity for the subducting slab,resulting in an artificial velocity discontinuity,which may accelerate the heating of subducting slabs.For the purpose to moderate the influence of such artificial discontinuity, we construct a 2D thermal model for subduction zones with a velocity boundary layer,within which the velocities decrease linearly with the distance from the interfaces of slabs.Temperatures are calculated 展开更多
关键词 KINEMATIC model thermal structure SUBDUCTION zone VELOCITY boundary layer finite element method
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Fractal model of thermal elasto-plastic contact of rough surfaces
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作者 FENG Yan YANG Peng +3 位作者 ZHANG Yan-yan SHI Li-qiu HANG Zhou-ming FENG Yi-xiong 《Journal of Central South University》 SCIE EI CAS CSCD 2022年第5期1500-1509,共10页
Without considering the influence of heat,existing fractal contact models are not applicable to analyze the contacts when the temperature changes.For this problem,the normal load model and the normal stiffness model o... Without considering the influence of heat,existing fractal contact models are not applicable to analyze the contacts when the temperature changes.For this problem,the normal load model and the normal stiffness model of thermal elasto-plastic contact of rough surfaces are developed respectively in this paper.The proposed model is based on the normal contact mechanics model of fractal theory of anisotropic and thermal elasto-plastic contact theory which can be used to characterize the rough surface thermodynamic properties.Then the validity of the model is verified.Finally,the influence of main parameters on the total normal load and the whole normal stiffness of thermal elasto-plastic contact at the interface is analyzed by contact simulation.The results show that the total normal load of thermal elasto-plastic contact increases with the increases of temperature.The whole normal stiffness of thermal elasto-plastic contact increases with increasing coefficient of linear expansion,scale factor,temperature difference or fractal dimension,but decreases with increasing fractal roughness.This model expands basic theory and applications of traditional models,and can be used to calculate and analyze the contacts when the temperature changes. 展开更多
关键词 rough surfaces thermal elasto-plastic ASPERITY fractal model
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Operation optimization of prefabricated light modular radiant heating system:Thermal resistance analysis and numerical study
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作者 LI Yao HU Ru-kun +4 位作者 XIN Li XUE Jie HUANG Fei XIA Jian-wei YANG Xiao-hu 《Journal of Central South University》 SCIE EI CAS CSCD 2024年第6期1983-1997,共15页
The utilization of prefabricated light modular radiant heating system has demonstrated significant increases in heat transfer efficiency and energy conservation capabilities.Within prefabricated building construction,... The utilization of prefabricated light modular radiant heating system has demonstrated significant increases in heat transfer efficiency and energy conservation capabilities.Within prefabricated building construction,this new heating method presents an opportunity for the development of comprehensive facilities.The parameters for evaluating the effectiveness of such a system are the upper surface layer’s heat flux and temperature.In this paper,thermal resistance analysis calculation based on a simplified model for this unique radiant heating system analysis is presented with the heat transfer mechanism’s evaluation.The results obtained from thermal resistance analysis calculation and numerical simulation indicate that the thermal resistance analysis method is highly accurate with temperature discrepancies ranging from 0.44℃ to−0.44℃ and a heat flux discrepancy of less than 7.54%,which can meet the requirements of practical engineering applications,suggesting a foundation for the prefabricated radiant heating system. 展开更多
关键词 radiant heating system thermal resistance analysis simplified model numerical simulation heat flux temperatur
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耦合熔盐储热设备的热电联产系统性能分析及运行调度研究 被引量:2
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作者 李蔚 毛静宇 +3 位作者 李翱 胡一鸣 李明 肖颖 《热力发电》 北大核心 2025年第2期1-8,共8页
高比例可再生能源增加了电力系统的负荷波动性和不确定性,需要热电联产系统具备更强的灵活性,熔盐储热设备的应用能够提升热电联产系统的此性能。针对某耦合熔盐储热设备的“4炉2机”母管制热电联产系统,基于EBSILON仿真软件建立供电、... 高比例可再生能源增加了电力系统的负荷波动性和不确定性,需要热电联产系统具备更强的灵活性,熔盐储热设备的应用能够提升热电联产系统的此性能。针对某耦合熔盐储热设备的“4炉2机”母管制热电联产系统,基于EBSILON仿真软件建立供电、供热的机理模型,分析熔盐储热设备对热电联产系统性能的影响,研究耦合系统的优化调度方式。研究结果表明:热电联产系统耦合熔盐储热设备可以增加系统调峰容量,扩大系统运行范围,拓宽机组运行区域;经过估算,一天内煤量可节省约4.16 t,碳排放量下降约8.25 t,污染物排放量下降约1.76 kg,熔盐储热设备提高了系统的经济性和环保性。 展开更多
关键词 熔盐储热 EBSILON建模 热电联产系统
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锂离子电池电化学-热-应力三维耦合建模及应力分布研究 被引量:2
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作者 刘素贞 陈永博 +2 位作者 张闯 徐志成 金亮 《电工技术学报》 北大核心 2025年第4期1307-1322,共16页
锂离子电池工作过程中产生的扩散诱导应力和热应力,会导致电池内部发生多种形式的力学损伤,进而导致电池容量减少和寿命缩短,准确获取锂离子电池应力分布和演变情况对研究电池老化机制至关重要。因此亟须研究一种能够获取锂离子电池工... 锂离子电池工作过程中产生的扩散诱导应力和热应力,会导致电池内部发生多种形式的力学损伤,进而导致电池容量减少和寿命缩短,准确获取锂离子电池应力分布和演变情况对研究电池老化机制至关重要。因此亟须研究一种能够获取锂离子电池工作过程中内部应力分布及演化的方法,以揭示应力对其寿命的影响,进一步提高设计和优化的效率。该文首先研究锂离子电池电化学、热、力的多物理场耦合机制,建立锂离子电池电化学-热-应力三维耦合模型;其次搭建锂离子电池充放电实验平台并测试不同倍率下电池的表面温度和表面压力,验证了所建模型的有效性;最后通过验证后的模型分析了电池在不同倍率恒流充电过程中内部应力分布及演化规律。该模型可以有效获取锂离子电池在运行过程中的应力分布情况,有助于电池失效机理研究,为电池的优化设计和应用提供参考。 展开更多
关键词 锂离子电池 三维耦合模型 扩散诱导应力 热应力 应力分布
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考虑温压效应的裂缝扩展模型及其在分布式光纤测温中的应用
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作者 沈安琪 王亮皓 +5 位作者 魏建光 刘义坤 李玮 梁爽 王凤娇 姜亮亮 《中国石油大学学报(自然科学版)》 北大核心 2025年第2期167-174,共8页
通过对井筒、裂缝与储层3部分的流动和传热模型耦合求解,得到温度影响下的压裂施工裂缝参数与井筒温度分布,求解过程中考虑温压效应对流体物性(密度、体积)的影响。结果表明:当滤失系数为0.21×10^(-5)m/s 0.5时,泵注开始后的150 mi... 通过对井筒、裂缝与储层3部分的流动和传热模型耦合求解,得到温度影响下的压裂施工裂缝参数与井筒温度分布,求解过程中考虑温压效应对流体物性(密度、体积)的影响。结果表明:当滤失系数为0.21×10^(-5)m/s 0.5时,泵注开始后的150 min内,考虑温压效应与未考虑温压效应计算得到的裂缝半长最大差值可达46.64 m;分布式光纤测温(DTS)传感器位置对测试结果影响较大,通过温度模拟结果与实测DTS数据对比,可判断出DTS传感器安装位置。 展开更多
关键词 裂缝扩展模型 裂缝温度场模型 温压效应 分布式光纤测温
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页岩陶粒混凝土导热系数计算模型研究 被引量:1
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作者 高德军 张贺鹏 +1 位作者 李露 彭艳周 《三峡大学学报(自然科学版)》 北大核心 2025年第2期76-83,共8页
采用平板热流计法测定了页岩陶粒混凝土(lightweight shale ceramsite concrete,LSCC)及其砂浆基体的导热系数,试验研究了水灰比、体积砂率、水泥用量和陶粒等级对导热系数的影响,探讨了LSCC抗压强度和孔隙水饱和度与导热系数的关系;按... 采用平板热流计法测定了页岩陶粒混凝土(lightweight shale ceramsite concrete,LSCC)及其砂浆基体的导热系数,试验研究了水灰比、体积砂率、水泥用量和陶粒等级对导热系数的影响,探讨了LSCC抗压强度和孔隙水饱和度与导热系数的关系;按照陶粒和砂浆基体并联传热的方式,建立了考虑孔隙水饱和度影响的LSCC导热系数预测模型.结果表明:LSCC的导热系数随着水灰比的增大而减小,随着体积砂率、水泥用量和陶粒等级的提高而增大,与其抗压强度和孔隙水饱和度均存在正相关性,且与孔隙水饱和度符合线性关系;模型可以较为准确地预测干燥状态下LSCC的导热系数;孔隙水饱和度对LSCC导热系数的影响较大;由模型的计算结果可知,在LC25~LC35范围内,混凝土中孔隙水饱和度每增加0.1,导热系数平均增大约0.171 W/(m·K). 展开更多
关键词 页岩陶粒混凝土 导热系数 预测模型 孔隙水饱和度 抗压强度
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数控机床移动工作台定位精度预测的建模、仿真及实验 被引量:1
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作者 杨洪涛 秦鹏飞 +3 位作者 李莉 刘柄瑶 金磊 姜西祥 《机电工程》 北大核心 2025年第2期351-361,共11页
随着使用时间的延长,数控机床移动工作台会出现部件磨损、失效等现象,进而导致工作台定位精度降低。为了精确预测移动工作台的精度损失,以数控机床移动工作台为研究对象,在考虑载荷、运动速度、温度和运行时间等影响因素的基础上,建立... 随着使用时间的延长,数控机床移动工作台会出现部件磨损、失效等现象,进而导致工作台定位精度降低。为了精确预测移动工作台的精度损失,以数控机床移动工作台为研究对象,在考虑载荷、运动速度、温度和运行时间等影响因素的基础上,建立了工作台的定位误差预测模型,对工作台定位误差随时间的变化情况,进行了理论计算、仿真分析及实验验证。首先,在分析滚动直线导轨副的摩擦磨损机理和负载作用下产生的表面接触变形的基础上,建立了导轨副表面滚珠与滚道在接触载荷作用下的磨损模型,以及滚珠丝杆在电机扭矩、轴向力和温度作用下产生的扭转变形、螺距变化及热膨胀误差模型,还建立了工作台随使用时间变化的定位误差预测模型(因导轨副磨损与滚珠丝杆变形均会使工作台产生定位误差,两部分误差之和为定位精度损失预测模型);然后,开展了不同负载、运动速度、温度等因素影响下的理论计算与仿真分析;最后,在一组特定负载、速度、温度的条件下,进行了定位误差的测量实验,验证了上述预测模型的准确性。研究结果表明:在不同的因素影响作用下,仿真结果、实验结果与理论结果相比,其总体的变化趋势趋于一致,且经拟合对比分析,定位误差的仿真、实验与理论之间的最大相对误差为15.9%。该误差预测模型能够有效预测工作台的定位误差,为数控机床加工精度的预测奠定了基础。 展开更多
关键词 移动工作台运行时间 定位精度损失 定位误差模型 导轨副磨损模型 滚珠丝杆变形 热膨胀误差
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计及电热耦合效应的锂离子电池建模方法
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作者 刘伟 Teh Jiashen +2 位作者 孟德越 杨耕 刘丽贞 《太阳能学报》 北大核心 2025年第9期323-332,共10页
针对锂离子电池内阻与容量增量难以建立解析模型的问题,提出一种基于机理的,以锂离子电池的电流和温度等变量为输入、以内阻和容量增量为输出的建模方法。首先,该方法基于Arrhenius公式,构建可定量描述在电流、温度等变量影响下的电压... 针对锂离子电池内阻与容量增量难以建立解析模型的问题,提出一种基于机理的,以锂离子电池的电流和温度等变量为输入、以内阻和容量增量为输出的建模方法。首先,该方法基于Arrhenius公式,构建可定量描述在电流、温度等变量影响下的电压机理模型以及在电流、电压等变量影响下的Bernardi热机理模型。其次,通过所设计的有效实验解耦上述两个模型间以及变量间的耦合效应。然后,进一步推导出内阻解析模型和容量增量解析模型。实验结果表明,所提方法实验量不大且能够准确估计电池的电压、内阻以及容量增量,电压误差低于0.3‰,内阻误差低于1.2%。 展开更多
关键词 锂离子电池 电压测量 热建模 内阻 容量 电热耦合
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基于绕组等效热参数的干式变压器温度场分布快速仿真方法
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作者 陈思 盛戈皞 +1 位作者 张立静 王丰华 《高电压技术》 北大核心 2025年第1期97-109,共13页
温度是反映干式变压器运行状态的重要指标,准确快速仿真温度场分布有利于提升干式变压器的运行可靠性。数值热模型可以准确仿真温度场分布,但存在仿真效率低的问题,难以满足运行需求。因此,根据绕组的周期性分布特征,提出基于等效热参... 温度是反映干式变压器运行状态的重要指标,准确快速仿真温度场分布有利于提升干式变压器的运行可靠性。数值热模型可以准确仿真温度场分布,但存在仿真效率低的问题,难以满足运行需求。因此,根据绕组的周期性分布特征,提出基于等效热参数的干式变压器温度场快速仿真方法。选取绕组周期性代表单元,结合有限元方法和傅里叶定律计算其各向异性等效导热系数(equivalent thermal conductivity,ETC),并根据绕组周期性代表单元的内部结构和材料参数推导等效密度(equivalent density,ED)和等效比热容(equivalent specific heat capacity,ESHC)。基于上述等效热参数建立了干式变压器的简化热模型,采用同一台计算机对简化热模型和精确考虑绕组导线和绝缘结构的完整热模型进行仿真并对比分析。结果表明:简化热模型与完整热模型所仿真的温度场及速度场的分布特征均一致;热点温度的仿真误差保持在±4 K范围之内;在最大网格尺寸相同的条件下,简化热模型的仿真速度是完整热模型仿真速度的193倍。该研究验证了所提出的基于绕组等效热参数的干式变压器热点温度快速仿真方法的有效性。 展开更多
关键词 等效密度 等效比热容 等效导热系数 数值热模型 温度场 变压器绕组
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发育模式的理论改进与检验——以中国玉米为例
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作者 邬定荣 王春乙 +3 位作者 高静 王培娟 霍治国 姬兴杰 《气象学报》 北大核心 2025年第1期156-167,共12页
基于逆境生物学和表观遗传学取得的进展,将现有只考虑发育速率对环境响应机制的发育模式理论框架修改为考虑响应、适应与记忆机制的框架并进行验证。以适应机制为例,选择发育阶段始期的日序(DOY)作为表征适应性的因子,并与线性温度响应... 基于逆境生物学和表观遗传学取得的进展,将现有只考虑发育速率对环境响应机制的发育模式理论框架修改为考虑响应、适应与记忆机制的框架并进行验证。以适应机制为例,选择发育阶段始期的日序(DOY)作为表征适应性的因子,并与线性温度响应函数结合,构建了耦合响应与适应机制的发育模式—RAM。利用中国194个农业气象站玉米营养生长阶段(VGP)和生殖生长阶段(RGP)观测资料,验证了RAM模式的有效性。结果表明,DOY与发育速率普遍呈正相关,且所有站点两个发育阶段的DOY与温度的共线性均在可接受范围内。与线性关系相比,RAM模式在营奍生长(VGP)和生殖生长(RGP)阶段对观测数据的解释率分别提高0.213和0.274。与经过充分校正的双线性(WOFOST)和非线性(Gao)模式相比,参数率定数据RAM可将VGP的均方根误差(RMSE)分别减小0.4和0.4 d,RGP阶段分别减小1.6和0.7 d。检验数据RAM可将VGP的RMSE分别减小0.1和0.4 d,RGP阶段分别减小1.1和0.4 d。此外,RAM模式还具有参数少、参数化过程简单等优点。修改后的发育模式框架以较少的假设实现了更准确的模拟,具有较好的理论发展和实际应用前景。 展开更多
关键词 积温理论 响应与适应 发育模式构建 率定-检验
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