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Qingdao Recommendations for the Protection and Return of Cultural Objects Removed from Colonial Contexts or Acquired by Other Unjustifiable or Unethical Means
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《China & The World Cultural Exchange》 2024年第7期27-30,共4页
The International Conference on the Protection and Return of Cultural Objects Removed from Colonial Contexts was held in Qingdao,China on June 20,2024.representatives from 28 countries and 2 international organization... The International Conference on the Protection and Return of Cultural Objects Removed from Colonial Contexts was held in Qingdao,China on June 20,2024.representatives from 28 countries and 2 international organizations attended the conference or shared ideas and communicated through video. 展开更多
关键词 communicate Qingdao moved
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Moved Score Confidence Intervals for Means of Discrete Distributions 被引量:1
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作者 Yu Guan 《Open Journal of Statistics》 2011年第2期81-86,共6页
Let X denote a discrete distribution as Poisson, binomial or negative binomial variable. The score confidence interval for the mean of X is obtained based on inverting the hypothesis test and the central limit theorem... Let X denote a discrete distribution as Poisson, binomial or negative binomial variable. The score confidence interval for the mean of X is obtained based on inverting the hypothesis test and the central limit theorem is discussed and recommended widely. But it has sharp downward spikes for small means. This paper proposes to move the score interval left a little (about 0.04 unit), called by moved score confidence interval. Numerical computation and Edgeworth expansion show that the moved score interval is analogous to the score interval completely and behaves better for moderate means;for small means the moved interval raises the infimum of the coverage probability and improves the sharp spikes significantly. Especially, it has unified explicit formulations to compute easily. 展开更多
关键词 CONFIDENCE INTERVAL CONFIDENCE Level COVERAGE PROBABILITY DISCRETE Distribution moved SCORE CONFIDENCE INTERVAL
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Who Moved My Cheese?
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《中华家教》 2002年第4期22-23,共2页
关键词 Who moved My Cheese
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The Approximation Error of Ordinary Differential Equations Based on the Moved Node Method
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作者 Dalabaev Umurdin Hasanova Dilfuza 《Journal of Applied Mathematics and Physics》 2022年第8期2450-2458,共9页
One of the central issues in solving differential equations by numerical methods is the issue of approximation. The standard way of approximating differential equations by numerical methods (particularly difference me... One of the central issues in solving differential equations by numerical methods is the issue of approximation. The standard way of approximating differential equations by numerical methods (particularly difference methods) is to question the degree of approximation in the form O(h<sup>p</sup>). Here h is the grid step. In this case we have an implicit approximation. Based on the difference equation approximating the differential equation, the order of approximation is obtained using the Taylor series. However, it is possible to calculate the approximation error at nodal points based on the method of moving nodes. The method of moving nodes allows obtaining an approximate analytical expression. On the basis of the approximate form, it is possible to calculate the approximation error. The analytical form of the approximation makes it possible to efficiently calculate this error. On the other hand, the property of this error allows the construction of new improved circuits. In addition, based on these types of errors, you can create a differential analog of the difference equation that gives an exact approximation. 展开更多
关键词 Difference Equation Differential Equation Approximation Error Moving Node
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道路坡度对轻型柴油车二氧化碳排放的影响 被引量:1
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作者 姜壁刚 何超 +2 位作者 王艳艳 李加强 刘学渊 《公路交通科技》 北大核心 2025年第2期207-214,共8页
【目标】深入探究高原山区道路坡度对轻型柴油车CO_(2)排放的具体影响。【方法】采用了GPS和GIS技术精确收集道路信息并计算坡度,结合坡度、车速及加速度数据计算得出车辆的比功率(VSP),通过使用车载排放测试系统收集车辆CO_(2)排放数... 【目标】深入探究高原山区道路坡度对轻型柴油车CO_(2)排放的具体影响。【方法】采用了GPS和GIS技术精确收集道路信息并计算坡度,结合坡度、车速及加速度数据计算得出车辆的比功率(VSP),通过使用车载排放测试系统收集车辆CO_(2)排放数据。基于某型号轻型柴油车在实际道路上的行驶和CO_(2)排放数据,首先分析了坡度对车辆运动状态和VSP的影响;其次对VSP进行了细致的Bin区间划分,探讨了不同加速度下VSP与CO_(2)排放速率的关系;其次分析了不同运动状态下的VSP与CO_(2)排放的关系。然后利用MOVES模型仿真结果与实际数据,对比分析不同坡度和车速下对CO_(2)排放速率和CO_(2)排放因子的影响;最后分析了同一坡度的绝对值上下坡综合CO_(2)排放因子与平路排放差异。【结果】在坡度介于―6%~+6%的范围内,VSP与CO_(2)排放速率呈现正相关,VSP值在坡度+4%时达到峰值;同时,CO_(2)排放速率和排放因子均与坡度呈线性关系,车速也对排放因子有显著影响。【应用】通过MOVES模型仿真验证了试验结果的准确性,最终提出道路坡度小于4%的建议,以期减少轻型柴油车的CO_(2)排放。这一建议对于推动绿色交通发展、实现碳中和目标具有重要意义。 展开更多
关键词 汽车工程 柴油车 MOVES模型 二氧化碳 道路坡度
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昆明市高速公路机动车多环芳烃排放清单研究
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作者 张晓青 何超 +3 位作者 李加强 陈彦林 于海生 陈振瑜 《环境污染与防治》 北大核心 2025年第7期79-85,I0022,共8页
应用MOVES模型并对其进行本地化修正,结合2021年昆明市高速公路客货车交通流量数据计算出昆明市高速公路机动车14种多环芳烃(PAHs)的排放因子,从而构建了昆明市高速公路机动车PAHs排放清单。结果表明,昆明市2021年高速公路机动车14种PAH... 应用MOVES模型并对其进行本地化修正,结合2021年昆明市高速公路客货车交通流量数据计算出昆明市高速公路机动车14种多环芳烃(PAHs)的排放因子,从而构建了昆明市高速公路机动车PAHs排放清单。结果表明,昆明市2021年高速公路机动车14种PAHs的排放总量为789.922 0 kg。重型货车多为柴油车,主要执行国Ⅲ排放标准,是昆明市高速公路机动车PAHs排放的主要贡献车型;小型客车多为汽油车,主要执行国Ⅳ排放标准,由于小型客车的数量多,对苯并(a)芘、苯并(b)荧蒽、苯并(k)荧蒽的贡献率非常可观。PAHs排放量时间分布与交通流量时间分布高度一致,与交通流量、道路长度及道路密度密切相关,路网密度和交通流量较大的区域排放量也较高。 展开更多
关键词 MOVES模型 排放清单 多环芳烃 高速公路
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基于MOVES模型的污染物排放相关性分析 被引量:2
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作者 杨阳 刘敏 《太原学院学报(自然科学版)》 2025年第1期47-54,共8页
道路机动车排放是大气污染物的重要来源,同时也是量化评价最困难的污染源之一。目前,国内主要利用MOVES模型进行道路机动车排放预测,但在参数本地化时进行地理区域选择方面缺少深入分析,基于太原实际的道路交通流信息,共选取8个相近地... 道路机动车排放是大气污染物的重要来源,同时也是量化评价最困难的污染源之一。目前,国内主要利用MOVES模型进行道路机动车排放预测,但在参数本地化时进行地理区域选择方面缺少深入分析,基于太原实际的道路交通流信息,共选取8个相近地理区域,模拟得出机动车CO,CH_(4),NO_(x),PM_(2.5)污染物排放量,并运用SPSS进行污染物排放量与所选地理区域纬度和海拔相关性分析。结果显示:在纬度确定的情况下,海拔和污染物排放量不存在显著相关;在海拔确定的情况下,纬度和污染物CH 4,NO_(x),PM_(2.5)排放量不存在显著相关性,但与CO排放量存在显著相关性。 展开更多
关键词 机动车排放 MOVES模型 SPSS软件 污染物排放相关性分析
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基于MOVES模型的昆明市高速公路机动车非尾气污染物排放清单及排放特征
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作者 张晓青 何超 +3 位作者 李加强 陈彦林 陈振瑜 包广元 《机电工程技术》 2025年第7期65-69,123,共6页
高速公路上机动车行驶活动频繁,非尾气污染物排放成为关注焦点。以昆明市高速公路机动车非尾气污染物排放为对象,包括轮胎(PM_(2.5))、轮胎(PM_(10))、制动器(PM_(2.5))、制动器(PM_(10))4种类型,旨在构建非尾气污染物排放清单,分析其... 高速公路上机动车行驶活动频繁,非尾气污染物排放成为关注焦点。以昆明市高速公路机动车非尾气污染物排放为对象,包括轮胎(PM_(2.5))、轮胎(PM_(10))、制动器(PM_(2.5))、制动器(PM_(10))4种类型,旨在构建非尾气污染物排放清单,分析其排放特征。利用本地化的MOVES模型计算非尾气污染物排放因子,结合2021年昆明市高速公路客货车交通流量数据获得交通流量、平均行驶里程等数据构建排放清单,并从整体性排放、颗粒物种类贡献、排放源类型贡献、车型贡献4方面分析非尾气污染物排放特征。同时利用ArcGIS进行了排放量空间分配。研究结果表明,PM_(10)为主要的非尾气污染物颗粒物,其排放量为191.59 t,排放贡献率为74.3%;制动器磨损源为主要的非尾气污染物排放源类型,其排放贡献量221.58 t,贡献率为85.9%;小型客车为主要的非尾气颗粒物总量排放贡献车型,其排放量为108.68 t,贡献率为42.1%。空间分配结果显示,在高速公路网比较密集、交通流量大的区域,其排放量也较高。该研究结果可为降低污染相关工作提供参考。 展开更多
关键词 非尾气污染物 排放清单 MOVES模型 高速公路
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基于MOVES模型的太原市道路机动车氨气排放特征
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作者 杨阳 王奕淳 +2 位作者 张义 于谦 张涛 《汽车安全与节能学报》 北大核心 2025年第3期425-433,共9页
为研究道路机动车氨气排放特征,利用机动车排放模拟器(MOVES)模型以太原市为研究对象进行参数本地化处理,在提高参数本地化精度的同时提出了不同车型排放标准占比的计算方法,最终得到太原市机动车氨气排放清单,并分别从车型、时间、速... 为研究道路机动车氨气排放特征,利用机动车排放模拟器(MOVES)模型以太原市为研究对象进行参数本地化处理,在提高参数本地化精度的同时提出了不同车型排放标准占比的计算方法,最终得到太原市机动车氨气排放清单,并分别从车型、时间、速度和空间4个角度分析了太原市机动车氨气的排放特征。结果表明:太原市2021年摩托车、私家车、大型客车、小型货车和大型货车的氨气排放量分别为4.2、441.8、5.05、130.4、49.4 t;不同车型单车平均单位里程氨气排放量的顺序依次为大型客车>大型货车>小型货车>私家车>摩托车;当车速处于25~65km/h时,氨气的排放量较低。研究结果可以为道路机动车氨气排放监管提供理论参考。 展开更多
关键词 氨气排放 机动车排放模拟器(MOVES)模型 参数本地化 排放清单
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基于MOVES模型的车辆加减速过程碳排放特征研究
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作者 孙梦喆 段玉森 +2 位作者 沈忱思 杨雨熹 马春燕 《节能》 2025年第8期108-113,共6页
为探究车辆加减速行为对节能减排的影响,基于MOVES模型,模拟汽油乘用车在匀速、加速和减速共3种驾驶模式下的排放因子,并量化单次加减速过程中的碳排放量。结果表明,在匀速行驶时,碳排放因子随车速提高先快速下降,后趋于稳定。低速阶段... 为探究车辆加减速行为对节能减排的影响,基于MOVES模型,模拟汽油乘用车在匀速、加速和减速共3种驾驶模式下的排放因子,并量化单次加减速过程中的碳排放量。结果表明,在匀速行驶时,碳排放因子随车速提高先快速下降,后趋于稳定。低速阶段(车速<20km/h)的CO_(2)、CO和气体中碳氢化合物总量(THC)排放因子分别比稳定状态高出5.67倍、4.16倍和3.13倍,凸显了优化城市低速工况对节能减排的重要性。在加速行驶时,排放因子普遍高于匀速行驶,且加速度越小,排放因子越高,表明缩短加速时间和距离可以有效降低能耗与排放;减速行驶时,碳排放因子低于匀速行驶,其中减速度越大,CO_(2)、CO排放因子越高,THC排放因子越低。相关性分析显示,加速时间和加速距离与碳排放量呈显著正相关,而加速度与排放量呈负相关。 展开更多
关键词 节能减排 车辆加减速 碳排放 MOVES模型 相关系数
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高架道路交通状况对轻型汽油车碳排放影响的实证研究
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作者 孙梦喆 段玉森 +2 位作者 沈忱思 杨雨熹 马春燕 《绿色科技》 2025年第12期135-142,共8页
为评估交通运行状况对轻型汽油车碳排放的影响,采用道路运行车辆测试与模型模拟相结合的方法,以上海市高架道路为测试路线,选取小型汽油车为测试对象,通过便携式气体分析仪采集不同交通路况下车辆的实时排放数据,结合交通拥堵指数(TCI)... 为评估交通运行状况对轻型汽油车碳排放的影响,采用道路运行车辆测试与模型模拟相结合的方法,以上海市高架道路为测试路线,选取小型汽油车为测试对象,通过便携式气体分析仪采集不同交通路况下车辆的实时排放数据,结合交通拥堵指数(TCI)和车辆比功率(VSP)分析车辆驾驶行为特征,并利用本地化MOVES模型模拟2018-2023年拥堵演变趋势下道路交通碳排放情况,评估交通拥堵现象对碳排放的影响水平。结果表明:严重拥堵路况使车辆通行时间延长至非常畅通路况的3.35倍,不稳定驾驶模式(加速/减速/怠速)占比提升至63%;虽然严重拥堵路况,车辆瞬时碳排放率较非常畅通路况降低12.01%,但因时间累积效应,总碳排放当量增加了3.25倍;长期拥堵加剧导致2023年高峰期实际交通碳排放较忽略拥堵影响情景高出33.01%。研究证实交通拥堵通过延长通行时间和改变车辆驾驶行为显著增加碳排放总量,因此在城市交通碳减排策略中应重视交通流的优化。 展开更多
关键词 交通运行状况 交通碳排放 运行车辆碳排放测试 MOVES模型模拟
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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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基于MOVES的高速公路机动车排放清单研究
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作者 毕禹 白朝谷 陈彦林 《专用汽车》 2025年第2期58-60,共3页
基于昆明市高速公路交通流量数据,应用MOVES模型计算昆明市高速公路机动车污染物排放因子,为验证MOVES模型本地化后模拟值的准确性,对比修正了国六标准的小型汽油客车在MOVES模型与PEMS实测中获得的排放因子,并利用ArcGIS技术建立了昆明... 基于昆明市高速公路交通流量数据,应用MOVES模型计算昆明市高速公路机动车污染物排放因子,为验证MOVES模型本地化后模拟值的准确性,对比修正了国六标准的小型汽油客车在MOVES模型与PEMS实测中获得的排放因子,并利用ArcGIS技术建立了昆明市2021年1 km×1 km高分辨率的网格化排放清单。结果表明:2021年昆明市高速公路机动车CO、VOC_(S)、NO_(X)、PM10、NH_(3)和SO_(2)排放总量分别为193002 t、2079 t、25023 t和1116 t;污染物总量占比最大的车型是小型客车,CO、VOCS、SO_(2)和NH_(3)的主要排放贡献源是小型客车,大型客车是NO_(X)和PM10的主要排放源;在空间分布上,污染物分布以昆明市为中心向四周扩散,离昆明市越远的地方,污染物排放分担率越小。 展开更多
关键词 MOVES模型 PEMS 高速公路 机动车污染 排放清单 空间分布
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基于机动车尾气排放的道路施工区交通组织优化研究 被引量:1
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作者 齐蕊 武青青 +3 位作者 边莉莉 王健 刘华龙 史宇昊 《市政技术》 2025年第1期41-48,共8页
城市道路施工易引发交通拥堵,从而导致机动车在低速与怠速工况下行驶会消耗更多的燃油,使得机动车尾气污染物排放量显著上升。以低排为目标,实现区域交通的道路组织优化,针对施工区域及其上下游交叉口的交通运行特性和拥堵成因,从区域... 城市道路施工易引发交通拥堵,从而导致机动车在低速与怠速工况下行驶会消耗更多的燃油,使得机动车尾气污染物排放量显著上升。以低排为目标,实现区域交通的道路组织优化,针对施工区域及其上下游交叉口的交通运行特性和拥堵成因,从区域组织分流与信号配时优化等角度设计优化方案。将微观仿真软件VISSIM与MOVES排放模型相结合,测算优化前后机动车尾气污染物的排放量,并以山东大学长清区文汇路施工项目为背景,对道路优化方案减排的有效性和车辆延误的改善效果进行评估分析。研究结果表明:与现状方案相比,各优化方案均在不同程度上有针对性地减少了施工区域及其上下游交叉口行驶机动车的延误时间,其中信号配时优化+分流10%方案在减少机动车尾气污染物排放总量方面更具优势,该方案下城市交通3类主要车型的尾气污染物排放量显著降低。 展开更多
关键词 道路施工区 尾气排放 交通组织优化 VISSIM仿真 MOVES模型
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Gender differences in the burden of near vision loss in China:An analysis based on GBD 2021 data
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作者 LIU Yu ZHU Liping +4 位作者 LIN Yanhui WANG Yanbing XIONG Kun LI Xuhong YAN Wenguang 《中南大学学报(医学版)》 北大核心 2025年第6期1030-1041,共12页
Objective:Near vision loss(NVL)is one of the leading causes of visual impairment worldwide,exerting a profound impact on individual quality of life and socio-economic development.This study aims to analyze the burden ... Objective:Near vision loss(NVL)is one of the leading causes of visual impairment worldwide,exerting a profound impact on individual quality of life and socio-economic development.This study aims to analyze the burden of NVL in China by sex and age groups from 1990 to 2021 and to project trends over the next 15 years.Methods:Using data from the Global Burden of Disease(GBD)2021 database,we conducted descriptive analyses of NVL prevalence in China,calculated age-standardized prevalence rates(ASPR)and age-standardized disability-adjusted life years rates(ASDR)to compare burden differences between sexes and age groups,and applied an autoregressive integrated moving average(ARIMA)model to predict NVL trends for the next 15 years.The model selection was based on best-fit criteria to ensure reliable projections.Results:From 1990 to 2021,China’s ASPR of NVL rose from 10096.24/100000 to 15624.54/100000,and ASDR increased from 101.75/100000 to 158.75/100000.In 2021,ASPR(16551.70/100000)and ASDR(167.69/100000)were higher among females than males(14686.21/100000 and 149.76/100000,respectively).China ranked highest globally in both NVL cases and disability-adjusted life years(DALYs),with female burden significantly exceeding male burden.Projections indicated this trend and sex gap will persist until 2036.Compared with 1990,the prevalence cases and DALYs increased by 239.20%and 238.82%,respectively in 2021,with the highest burden among females and the 55−59 age group.The ARIMA model predicted continued increases in prevalence and DALYs by 2036,with females maintaining a higher burden than males.Conclusion:This study reveals a marked increase in the NVL burden in China and predicts continued growth in the coming years.Public health policies should prioritize NVL prevention and control,with special attention to women and middle-aged populations to mitigate long-term societal and health impacts. 展开更多
关键词 China near vision loss Global Burden of Disease database autoregressive integrated moving average model gender differences
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INSECTS in the World
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作者 Maria Chiu 《空中英语教室(初级版.大家说英语)》 2025年第7期10-12,50,51,56,共6页
Insects live in most places in the world,and there are billions of them.There are about 1.4 billion insects for every person on our planet!They are very important for nature.Bees and butterflies help plants grow by mo... Insects live in most places in the world,and there are billions of them.There are about 1.4 billion insects for every person on our planet!They are very important for nature.Bees and butterflies help plants grow by moving Dollen from one flower to another.Ants clean up by eating dead plants and animals.And butterflies are beautiful.They make us happy when we see them.Even though insects are small,they help keep the world healthy and full of life. 展开更多
关键词 BEES moving dollen DECOMPOSITION POLLINATION butterflies INSECTS ants PLANTS
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My Favorite Film
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作者 王冉 张超(指导) 《中学生英语》 2025年第27期7-7,共1页
We know that there are many films in our life,and different people like different films.As for me,my favorite movie is My Beloved.This is a moving story about a mother and her son.The son was lost one day,and the moth... We know that there are many films in our life,and different people like different films.As for me,my favorite movie is My Beloved.This is a moving story about a mother and her son.The son was lost one day,and the mother was so worried that she looked for him everywhere. 展开更多
关键词 MOTHER moving story SON search WORRY
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Improved Meshfree Moving-Kriging Formulation for Free Vibration Analysis of FGM-FGCNTRC Sandwich Shells
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作者 Suppakit Eiadtrong Tan N.Nguyen +1 位作者 Mohamed-Ouejdi Belarbi Nuttawit Wattanasakulpong 《Computer Modeling in Engineering & Sciences》 2025年第9期2819-2848,共30页
An improved meshfree moving-Kriging(MK)formulation for free vibration analysis of functionally graded material-functionally graded carbon nanotube-reinforced composite(FGM-FGCNTRC)sandwich shells is first proposed in ... An improved meshfree moving-Kriging(MK)formulation for free vibration analysis of functionally graded material-functionally graded carbon nanotube-reinforced composite(FGM-FGCNTRC)sandwich shells is first proposed in this article.The proposed sandwich structure consists of skins of FGM layers and an FGCNTRC core.This structure possesses all the advantages of FGM and FGCNTRC,including high electrical or thermal insulating properties,high fatigue resistance,good corrosion resistance,high stiffness,low density,high strength,and high aspect ratios.Such sandwich structures can be used to replace conventional FGM structures.The present formulation has been established by using an improved meshfree MK method and the first-order shear deformation shell theory(FSDT).The effective material characteristics of the FGM-skin layers and the FGCNTRC core were calculated using the rule of mixture.Key parameters and factors such as the thickness-to-radius ratio,the length-to-radius ratio,layer-thickness ratios,CNT distributions,the volume fraction of CNTs,the power-law index,and various boundary conditions were rigorously investigated.A nonlinear CNT distribution that we term FG-nX is first proposed in this work,and many new results of FGM-FGCNTRC sandwich shells have been provided. 展开更多
关键词 Moving kriging meshfree method sandwich shells FGM FGCNTRC
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Swedish automation keeps filter products moving
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《China Textile》 2025年第1期46-47,共2页
Members of TMAS-the Swedish textile machinery association-are providing crucial manufacturing and automation services to the filtration sector which is an often invisible but very significant part of the global textil... Members of TMAS-the Swedish textile machinery association-are providing crucial manufacturing and automation services to the filtration sector which is an often invisible but very significant part of the global textile industry.Technical woven and nonwoven fabrics are used in a wide variety of products in filtration systems for air,gas and liquid filtration,touching on almost every facet of life in the 21st Century. 展开更多
关键词 NONWOVEN MOVING AUTOMATION
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Analysis of CFRP milling damage patterns under different laying angles with force-thermal coupling effects
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作者 WANG Yiqi MAO Yaning +3 位作者 FENG Zhenyang JING Xiao CHEN Liangzi HE Daliang 《纤维复合材料》 2025年第3期3-7,共5页
The wide application of carbon fiber reinforced plastic(CFRP)components in modern aerospace manufacturing field puts high demands on the manufacturing process.Especially,the temperature increase during continuous mill... The wide application of carbon fiber reinforced plastic(CFRP)components in modern aerospace manufacturing field puts high demands on the manufacturing process.Especially,the temperature increase during continuous milling process becomes a key factor affecting the performance of composites,and the high milling temperature induces a variety of processing defects.This paper obtained the temperature variation data during the end milling process of CFRP laminates through experiments.After data fitting,the data were transformed into a function of heat flux density varying with time.In the finite element analysis,a double-ellipsoid moving heat source model was introduced,and a moving heat source subrou-tine was written based on the time-varying function of heat flux density to more accurately describe the thermal effects dur-ing the milling process and simulate the changes in the temperature field during milling.The Hashin failure criterion is a-dopted as the basis of fiber and matrix failure,and the simulation results of the temperature field are input into the thermal-force coupling simulation model as the predefined field conditions for solving and analyzing by means of sequential thermal-force coupling,so as to establish a thermal-force coupling simulation and analysis model for milling processing of CFRP end faces.The model simulation results can provide a basis for exploring the damage evolution law of CFRP material under the influence of temperature. 展开更多
关键词 CFRP MILLING finite element analysis moving heat source thermo-mechanical coupling
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