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Separation occurring during the drop weight tear test of thick-walled X80 pipeline steels 被引量:3
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作者 Qing-yun Sha Da-hang Li +1 位作者 Guo-jian Huang Ju Guan 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 2013年第8期741-747,共7页
A separation phenomenon occurring during the drop weight tear test of commercial thick-walled API (American Petroleum Institute) X80 strip steel was investigated in this work. Microstructural analysis showed that th... A separation phenomenon occurring during the drop weight tear test of commercial thick-walled API (American Petroleum Institute) X80 strip steel was investigated in this work. Microstructural analysis showed that the band structure of bainite elongated along the rolling direction works as the initiation sites of separation. The propagation of separation can be promoted not only by the occurrence of the band structure of martensite/austenite constituent, prior austenite grain boundaries, and elongated bainite, but also by fine acicular ferrite and bainite. Wide separation formed in the former case, while the narrow one appeared in the latter case. acicular ferrite in thick-walled X80 pipeline steel in order Some methods were proposed to obtain fine and homogeneous to minimize the occurrence of separation. 展开更多
关键词 pipeline steel drop weight tear test SEPARATION cracking band structure
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Association of hypoglycaemia in screening oral glucose tolerance test in pregnancy with low birth weight fetus 被引量:3
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作者 Ananth U Nayak Arun M A Vijay +3 位作者 Radha Indusekhar Sushuma Kalidindi Venkata M Katreddy Lakshminarayanan Varadhan 《World Journal of Diabetes》 SCIE CAS 2019年第5期304-310,共7页
BACKGROUND Gestational diabetes mellitus(GDM) is a common metabolic derangement in pregnant women. In the women identified to be at high risk of GDM, a 75 g oral glucose tolerance test(OGTT) at 24-28 wk gestation is t... BACKGROUND Gestational diabetes mellitus(GDM) is a common metabolic derangement in pregnant women. In the women identified to be at high risk of GDM, a 75 g oral glucose tolerance test(OGTT) at 24-28 wk gestation is the recommended screening test in the United Kingdom as per National Institute for Health and Care Excellence(NICE). Hypoglycaemia following the glucose load is often encountered and the implication of this finding for the pregnancy, fetus and clinical care is unclear.AIM To determine the prevalence of hypoglycaemia at any time during the screening OGTT and explore its association with birth weight.METHODS All deliveries between 2009 and 2013 at the local maternity unit of the University hospital were reviewed. Of the total number of 24,154 women without preexisting diabetes, those who had an OGTT for GDM screening based on NICE recommended risk stratification, who had a singleton delivery and had complete clinical and demographic data for analysis, were included for this study(n =3537). Blood samples for fasting plasma glucose(FPG), 2-hour plasma glucose(2-h PG) and HbA1 c had been obtained. Birth weight was categorised as low(≤ 2500 g), normal or Macrosomia(≥ 4500 g) and blood glucose ≤ 3.5 mmol/L was used to define hypoglycaemia. Binary logistic regression was used to determine the association of various independent factors with dichotomized variables; the differences between frequencies/proportions by χ~2 test and comparison between group means was by one-way ANOVA.RESULTS Amongst the study cohort(3537 deliveries), 96(2.7%) women had babies with LBW(< 2500 g). Women who delivered a LBW baby had significantly lower FPG(4.3 ± 0.6 mmol/L, P = 0.001). The proportion of women who had a 2-h PG ≤ 3.5 mmol/L in the LBW cohort was significantly higher compared to the cohorts with normal and macrosomic babies(8.3% vs 2.8% vs 4.2%; P = 0.007). The factors which predicted LBW were FPG, Asian ethnicity and 2-h PG ≤ 3.5 mmol/L,whereas maternal age, 2-h PG ≥ 7.8 mmol/L and HbA1c were not significant predictors.CONCLUSION A low FPG and 2-h PG ≤ 3.5 mmol/L on 75-gram OGTT are significantly associated with low birth weight in women identified as high risk for GDM.Women of ethnic backgrounds(Asians) appear to be more susceptible to this increased risk and may serve as a separate cohort in whom we should offer more intensive follow up and screening for complications. Cost implications and resources for follow up would need to be looked at in further detail to support these findings. 展开更多
关键词 HYPOGLYCEMIA GLUCOSE tolerance test Low BIRTH weight PREGNANCY
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Effect of dietary energy level on body weight, testicular development and semen quality of local barred chicken of the western highlands of Cameroon
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作者 Cyrille D’Alex Tadondjou Ferdinand Ngoula +3 位作者 Ferdinand Ngoula Henry Fuelefack Defang Herve Kuietche Mube Alexis Teguia 《Advances in Reproductive Sciences》 2013年第3期38-43,共6页
This study was designed to examine the effects of dietary energy levels on some growth and reproductive parameters of local barred chickens in Cameroon. For this purpose, One hundred and forty four day-old barred male... This study was designed to examine the effects of dietary energy levels on some growth and reproductive parameters of local barred chickens in Cameroon. For this purpose, One hundred and forty four day-old barred male chicks, weighing 28.33 g in average were randomly divided into 12 groups of 12 chicks each. Three feeding programs (FP) comprising each a starter diet from day old to 12 weeks (S0: 2800 Kcal/Kg;S1: 2900 Kcal/Kg;S2: 3000 Kcal/Kg) and grower diet from 13 to 20 weeks (G0: 2900 Kcal/Kg;G1: 3000 Kcal/ Kg;G2: 3100 Kcal/Kg) were used and designated FP1, FP2 and FP3 respectively. Each of the FP was randomly allotted of 4 groups of 12 birds in a completely randomized design. Throughout experiment (1 day old to 20 weeks), body weight was recovered every 2 weeks. At 20 weeks of age, roosters were sacrificed;semen characteristic was analyzed and testes were characterized. Between 2 to 10 weeks old, body weight of cocks fed with FP3 was significantly higher (P < 0.05) as compared to others FP. Inversely, from 12 to 20 weeks, body weight of cocks receiving FP1 was significantly higher (P < 0.05) than that of cocks receiving feeding programs 2 and 3. At 20 weeks, 100% of cocks fed on FP3 produced semen versus 66.66% and 16.66% respectively for those on FP1 and FP2. Semen volume and mass motility of cocks fed on FP3 or FP1 were significantly (P < 0.05) higher than FP2. It was concluded that FP1 had more suitable dietary energy levels for growth and reproduction of local barred cocks. 展开更多
关键词 Energy Body weight testES SEMEN Puberty LOCAL Barred CHICKEN
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Information Security Testing Model Based on Variable Weights Fuzzy Comprehensive Evaluation
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作者 徐洋 谢晓尧 张焕国 《China Communications》 SCIE CSCD 2011年第4期76-83,共8页
Nowadays,clear evaluation models and methods are lacking in classified protection of information system,which our country is making efforts to promote.The quantitative evaluation of classified protection of informatio... Nowadays,clear evaluation models and methods are lacking in classified protection of information system,which our country is making efforts to promote.The quantitative evaluation of classified protection of information system security is studied.An indicators system of testing and evaluation is established.Furthermore,a model of unit testing and evaluation and a model of entirety testing and evaluation are presented respectively.With analytic hierarchy process and two-grade fuzzy comprehensive evaluation,the subjective and uncertain data of evaluation will be quantitatively analyzed by comprehensive evaluation.Particularly,the variable weight method is used to model entirety testing and evaluation.It can solve the problem that the weights need to be adjusted because of the relationship role which enhances or reduces security of information system.Finally,the paper demonstrates that the model testing and evaluation can be validly used to evaluate the information system by an example.The model proposed in this paper provides a new valuable way for classified protection of information system security. 展开更多
关键词 testing and evaluation for classified protection analytic hierarchy process variable weights fuzzy comprehensive evaluation
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正交试验设计结合CRITIC、熵权-TOPSIS法研究复配精油对泡菜发酵过程中品质的影响
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作者 吴昕怡 朱志妍 +4 位作者 田浩 李雪瑞 牛之瑞 王瀚墨 刘秀嶶 《中国调味品》 北大核心 2025年第1期120-126,146,共8页
泡菜在发酵过程中易受微生物污染,柠檬精油、香茅精油和肉豆蔻精油的复配精油有良好的抑菌效果,但精油的配比对其有很大的影响。因此,该研究以正交试验设计考察不同配比的复配精油对泡菜发酵过程中品质的影响,采用CRITIC客观赋权法确定... 泡菜在发酵过程中易受微生物污染,柠檬精油、香茅精油和肉豆蔻精油的复配精油有良好的抑菌效果,但精油的配比对其有很大的影响。因此,该研究以正交试验设计考察不同配比的复配精油对泡菜发酵过程中品质的影响,采用CRITIC客观赋权法确定各评价指标的权重系数,结合熵权-TOPSIS综合评价,筛选出最适宜在泡菜中使用的复配精油组合。研究结果表明,复配精油的最佳配比为柠檬精油0.05 g/kg、香茅精油0.15 g/kg、肉豆蔻精油0.15 g/kg。该研究可为泡菜的绿色加工提供参考。 展开更多
关键词 泡菜 发酵过程 复配精油 正交试验设计 CRITIC 熵权-TOPSIS
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IT系统软件用户质量体验评测模型研究与应用
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作者 高鹏波 霍海燕 +2 位作者 苏文平 王升元 张大亮 《通信与信息技术》 2025年第1期109-113,共5页
本研究课题围绕用户的质量体验测试展开研究,首先依据产品质量模型ISO/IEC 25010及ISO 9421-210标准定义的质量特性,结合日常质量测试体验工作,定义适用于企业内部系统软件的用户质量体验模型及测试要素。其次对于定量的质量体验评测要... 本研究课题围绕用户的质量体验测试展开研究,首先依据产品质量模型ISO/IEC 25010及ISO 9421-210标准定义的质量特性,结合日常质量测试体验工作,定义适用于企业内部系统软件的用户质量体验模型及测试要素。其次对于定量的质量体验评测要素进行熵权法体验评测。再次将利用模糊层次分析法对选定的测试对象进行用户体验评测,通过一致性比对反向验证熵权法质量体验评估模型的正确性。最后根据评估模型评测相关系统、推动问题整改,提升了用户体验。 展开更多
关键词 用户质量体验 体验模型 测试要素 熵权法体验评测 模糊层次分析法
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Analysis of the Weight Loss of High Temperature Cement Slurry 被引量:2
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作者 Kunhong Lv Zhiqiang Huang +1 位作者 Xingjie Ling Xueqin Xia 《Fluid Dynamics & Materials Processing》 EI 2022年第5期1307-1318,共12页
The weight loss of cement slurry is the main cause of early annular air channeling and accurate experimental evaluation of the law of loss change is the key to achieve compression stability and prevent this undesired ... The weight loss of cement slurry is the main cause of early annular air channeling and accurate experimental evaluation of the law of loss change is the key to achieve compression stability and prevent this undesired phenomenon.Typically,tests on the pressure loss of cement slurry are carried out for temperature smaller than 120°C,and this condition cannot simulate effectively the situation occurring in high temperature wells.For this reason,in this study a series of experimental tests have been conducted considering a larger range of temperatures,different retarders and fluid loss additives.The results show that with an increase in the temperature,the weight loss curve of cement slurry changes from a“two-stage”to a“three-stage”behavior,and the risk of channeling increases accordingly.On increasing the amount of retarder and fluid loss additive,the transition time of cement slurry displays a non-monotonic behavior(it decreases first and then increases).It is found that the optimized retarder and fluid loss additive dosage are 0.2%and 2.5%,respectively. 展开更多
关键词 CEMENTING weight loss test weight loss law cement slurry EVALUATION anti-gas channeling
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A Note on Change Point Detection Using Weighted Least Square 被引量:2
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作者 Reza Habibi 《Applied Mathematics》 2011年第10期1309-1312,共4页
This paper is concerned with the application of weighted least square method in change point analysis. Testing shift in the mean normal observations with time varying variances as well as of a GARCH time series are co... This paper is concerned with the application of weighted least square method in change point analysis. Testing shift in the mean normal observations with time varying variances as well as of a GARCH time series are considered. For both cases, the weighted estimators are given and their asymptotic behaviors are studied. It is also described that how the resampling methods like Monte Carlo and bootstrap may be applied to compute the finite sample behavior of estimators. 展开更多
关键词 BOOTSTRAP BROWNIAN Bridge Change Point GARCH Series testing Shift MONTE Carlo weightED Least Square
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Optimal Weights in Nonparametric Analysis of Clustered ROC Curve Data
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作者 Yougui Wu 《Journal of Applied Mathematics and Physics》 2015年第7期828-834,共7页
In diagnostic trials, clustered data are obtained when several subunits of the same patient are observed. Within-cluster correlations need to be taken into account when analyzing such clustered data. A nonparametric m... In diagnostic trials, clustered data are obtained when several subunits of the same patient are observed. Within-cluster correlations need to be taken into account when analyzing such clustered data. A nonparametric method has been proposed by Obuchowski (1997) to estimate the Receiver Operating Characteristic curve area (AUC) for such clustered data. However, Obuchowski’s estimator gives equal weight to all pairwise rankings within and between cluster. In this paper, we modify Obuchowski’s estimate by allowing weights for the pairwise rankings vary across clusters. We consider the optimal weights for estimating one AUC as well as two AUCs’ difference. Our results in this paper show that the optimal weights depends on not only the within-patient correlation but also the proportion of patients that have both unaffected and affected units. More importantly, we show that the loss of efficiency using equal weight instead of our optimal weights can be severe when there is a large within-cluster correlation and the proportion of patients that have both unaffected and affected units is small. 展开更多
关键词 DIAGNOSTIC test Optimal weight ASYMPTOTIC RELATIVE Efficiency Receiver Operating Characteristic CURVE Area under a ROC CURVE
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加速碳化条件下不同养护制度对碱矿渣混凝土钢筋锈蚀的影响
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作者 梁咏宁 刘务东 +1 位作者 赵凯 季韬 《材料导报》 EI CAS CSCD 北大核心 2024年第11期158-165,共8页
研究了加速碳化环境(CO_(2)浓度为20%)下,标准养护、饱和Ca(OH)_(2)溶液养护和蒸压养护对CaO+Na_(2)CO_(3)为激发剂的碱矿渣混凝土(CNC)中钢筋锈蚀的影响。结果表明,与标准养护相比,饱和Ca(OH)_(2)溶液养护不改变CNC的水化产物,但使其... 研究了加速碳化环境(CO_(2)浓度为20%)下,标准养护、饱和Ca(OH)_(2)溶液养护和蒸压养护对CaO+Na_(2)CO_(3)为激发剂的碱矿渣混凝土(CNC)中钢筋锈蚀的影响。结果表明,与标准养护相比,饱和Ca(OH)_(2)溶液养护不改变CNC的水化产物,但使其早期水化更加充分,因此平均孔径减小;蒸压养护使CNC水化产物由C-S-H凝胶转化为水榴石与11-?型的托勃莫来石,平均孔径和总孔隙率显著减小。在相同的加速碳化龄期下,与标准养护相比,饱和Ca(OH)_(2)溶液养护和蒸压养护的CNC碳化深度降低、CNC中钢筋发生高概率锈蚀时间延缓、钢筋失重率下降。与相同养护条件下的普通硅酸盐混凝土相比,标准养护和饱和Ca(OH)_(2)溶液养护的CNC中钢筋抗锈蚀能力远小于普通硅酸盐混凝土,而蒸压养护的CNC中钢筋抗锈蚀能力大于普通硅酸盐混凝土。 展开更多
关键词 碳化 养护制度 碱矿渣混凝土 孔结构 电化学测试 失重率 钢筋锈蚀
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Determination of reduced Young s modulus of thin films using indentation test 被引量:1
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作者 Wuzhu YAN Shifeng WEN Jun LIU Zhufeng YUE 《Acta Metallurgica Sinica(English Letters)》 SCIE EI CAS CSCD 2009年第6期468-480,共13页
The flat cylindrical indentation tests with different sizes of punch radius were investigated using finite element method (FEM) aimed to reveal the effect of punch size on the indentation behavior of the film/substr... The flat cylindrical indentation tests with different sizes of punch radius were investigated using finite element method (FEM) aimed to reveal the effect of punch size on the indentation behavior of the film/substrate system. Based on the FEM results analysis, two methods was proposed to separate film's reduced Young's modulus from a film/substrate system. The first method was based on a new weight function that quantifies film's and substrate's contributions to the overall mechanical properties of the film/substrate system in the flat cylindrical indentation test. The second method, a numerical approach, including fitting and extrapolation procedures was put forward. Both of the results from the two methods showed a reasonable agreement with the one input FE model. At last, the effect of maximum indentation depth and the surface micro-roughness of the thin film on the reduced Young's modulus of the film/substrate system were discussed. The methods proposed in the present study provide some new conceptions on evaluating other properties of thin films, e.g. creep, for which a flat-ended punch is also employed. 展开更多
关键词 Indentation test Reduced Young's modulus Punch size effect weight function Film/substrate system
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装备典型材料循环盐雾加速腐蚀行为与机理研究
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作者 赵朋飞 郭文营 +2 位作者 文磊 吴俊升 魏小琴 《装备环境工程》 CAS 2024年第7期9-18,共10页
目的研究装备典型材料在循环盐雾试验条件下的加速腐蚀行为与机理,建立快速分析和表征碳钢腐蚀性能的试验方法。方法通过实施模拟海洋大气环境腐蚀效应及作用特点的循环盐雾加速腐蚀试验,采用SEM、XRD及电化学测试等手段,表征和分析样... 目的研究装备典型材料在循环盐雾试验条件下的加速腐蚀行为与机理,建立快速分析和表征碳钢腐蚀性能的试验方法。方法通过实施模拟海洋大气环境腐蚀效应及作用特点的循环盐雾加速腐蚀试验,采用SEM、XRD及电化学测试等手段,表征和分析样品腐蚀质量损失、腐蚀形貌、腐蚀产物成分、腐蚀电压、腐蚀电流密度及阻抗等腐蚀性能随暴露时间的变化规律,归纳碳钢的加速腐蚀行为和电化学机理。结果碳钢样品腐蚀质量损失动力学符合幂函数规律,腐蚀速率整体呈现先升高、再降低的变化趋势。腐蚀产物为疏松外层与相对致密内层组成的准双层结构,整体呈现从疏松剥落到逐渐增厚致密的变化过程,成分以铁的氧化物和羟基氧化物为主。极化曲线拟合的腐蚀电流密度呈现先波动增加、后减小的变化趋势,腐蚀电位则围绕中枢值上下波动。电化学阻抗谱由2个容抗弧组成,后期容抗弧中低频区的直线表示出Warburg阻抗的典型特征。结论循环盐雾加速腐蚀试验能够较为全面地描述碳钢材料的加速腐蚀行为与机理,为进一步研究装备典型材料室内外腐蚀试验相关性提供条件。 展开更多
关键词 循环盐雾试验 碳钢 腐蚀质量损失 腐蚀形貌 电化学测试 腐蚀行为与机理
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兰州地区不同类型土壤热湿传递对城市轨道交通杂散电流的影响
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作者 王烨 李永全 +2 位作者 朱欣悦 党闻语 梁凯 《中国铁道科学》 EI CAS CSCD 北大核心 2024年第6期22-32,共11页
为研究土壤温湿度对城市轨道交通杂散电流分布的影响,采用试验与数值模拟相结合的方法研究兰州地区不同气象参数条件下杂散电流随土壤热湿传递的变化规律,分析不同深度土壤温湿度对电流密度的影响,运用熵权法得到土壤温湿度对电流密度... 为研究土壤温湿度对城市轨道交通杂散电流分布的影响,采用试验与数值模拟相结合的方法研究兰州地区不同气象参数条件下杂散电流随土壤热湿传递的变化规律,分析不同深度土壤温湿度对电流密度的影响,运用熵权法得到土壤温湿度对电流密度的影响权重。结果表明:壤土、砂土及砂石土中杂散电流均随含水率的减小而减小,在土壤温度上升幅度较大时,杂散电流呈小幅度上升趋势;砂石土的杂散电流最小,可知其比壤土和砂土更有利于减小杂散电流的泄漏量;土壤深度为10 cm时,高温季节温度对杂散电流密度的影响权重值小于含水率;土壤深度为30 cm时,3种土壤在高温季节和低温季节时均是温度对杂散电流密度的影响权重更大,其温度对杂散电流密度的影响权重高温季节为55%~64%,低温季节为68%~69%。 展开更多
关键词 城市轨道交通 杂散电流 土壤 温度 含水率 热湿传递 试验 熵权法
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一类变系数空间滞后的混合地理加权回归模型
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作者 唐志鹏 吴颖 +1 位作者 熊世峰 黄寰 《中国科学院大学学报(中英文)》 CAS CSCD 北大核心 2024年第3期345-356,共12页
为解决因变量空间滞后存在的局域性问题,对现有常系数空间滞后的混合地理加权回归模型作了具有更广泛形式的拓展,提出一类变系数空间滞后的混合地理加权回归(MGWR-VSLR)模型。MGWR-VSLR模型实现了空间相关性与空间异质性融合,涵盖了绝... 为解决因变量空间滞后存在的局域性问题,对现有常系数空间滞后的混合地理加权回归模型作了具有更广泛形式的拓展,提出一类变系数空间滞后的混合地理加权回归(MGWR-VSLR)模型。MGWR-VSLR模型实现了空间相关性与空间异质性融合,涵盖了绝大多数地理加权回归的模型形式,基于重构参数化方法和似然比检验分别给出模型的系数估计方法与显著性检验以及选取变系数的判别检验。在蒙特卡罗模拟与实际应用中,MGWR-VSLR模型均表现出优异的因变量拟合与预测能力。MGWR-VSLR模型的提出为定量化研究空间效应问题设定适宜的模型形式提供了支撑依据。 展开更多
关键词 空间异质性 混合地理加权回归 显著性检验 变系数
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Mathematical Model of Weight in Evaluation System
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作者 孙璐 邓学钧 《Journal of Southeast University(English Edition)》 EI CAS 1996年第2期112-119,共8页
Having studied the property of compare matrix, this paper establishes a mathematical model of minimizing the sum of Euclidean norm (SEN) by means of the least square method. It is proved that the non linear program ... Having studied the property of compare matrix, this paper establishes a mathematical model of minimizing the sum of Euclidean norm (SEN) by means of the least square method. It is proved that the non linear program model can be transformed into linear a 展开更多
关键词 weight EVALUATION SYSTEM optimal design statistical test ANALYTIC HIERARCHY process
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湿陷性黄土场地中单桩承载力与负摩阻力试验研究
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作者 朱彦鹏 李芳川 +3 位作者 成栋 房光文 吴林平 韦正德 《建筑科学与工程学报》 CAS 北大核心 2024年第6期140-151,共12页
为了研究湿陷性黄土场地中土体湿陷引起的桩基承载力问题,在平凉市某工程现场利用机械成孔灌注桩(桩径0.8 m,桩长26 m)进行荷载-特殊浸水试验,对试验过程中不同深度处的桩身轴力和桩侧摩阻力进行分析。结果表明:天然状态下试验桩极限承... 为了研究湿陷性黄土场地中土体湿陷引起的桩基承载力问题,在平凉市某工程现场利用机械成孔灌注桩(桩径0.8 m,桩长26 m)进行荷载-特殊浸水试验,对试验过程中不同深度处的桩身轴力和桩侧摩阻力进行分析。结果表明:天然状态下试验桩极限承载力大于13 200 kN,受力特性为典型的摩擦桩;由于前期泥浆护壁施工方式对孔壁的浸水影响以及桩周土沿桩长方向上物理力学性能分布的不确定性,侧摩阻力沿深度出现多个峰值,最大值均出现在泥浆护壁以上(桩身2~6 m)位置处;在渗水孔与渗水坑相结合的特殊浸水试验条件下,桩侧负摩阻力在浸水试验第8 d时趋于稳定,中性点在桩身8 m位置处,负摩阻力为107.6 kPa;试验过程中桩周土沿桩长分段发生湿陷,而不是随浸水自上到下逐渐湿陷;受到预浸水作用的试件SZH在静载试验结束后的中性点出现在桩身12 m位置处,负摩阻力为127.8 kPa,人工浸水试验主要使桩身8 m位置以上桩身轴力增大,中性点位置保持不变,表明负摩阻力受桩顶荷载、浸水方式和浸水固结时间影响显著。 展开更多
关键词 桩基础 承载特性 试验研究 自重湿陷性黄土 负摩阻力 特殊浸水
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基于包容性检验的黄土高填方工后沉降组合预测方法研究
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作者 黄鑫 于永堂 +3 位作者 孙茉 郑建国 曹静远 王晶晶 《武汉理工大学学报(交通科学与工程版)》 2024年第6期1153-1159,共7页
文中针对建立黄土高填方场地工后沉降组合预测模型时面临的单项模型遴选和权重系数分配等问题,提出了基于包容性检验及最优加权法的组合预测方法.基于工后沉降实测数据,建立了双曲线函数、对数函数等七种单项预测模型;根据各单项模型预... 文中针对建立黄土高填方场地工后沉降组合预测模型时面临的单项模型遴选和权重系数分配等问题,提出了基于包容性检验及最优加权法的组合预测方法.基于工后沉降实测数据,建立了双曲线函数、对数函数等七种单项预测模型;根据各单项模型预测精度的优劣进行排序,逐步进行包容性检验,遴选出合适的单项模型;采用不同权重系数分配方法将遴选出的各模型进行组合,以内拟合误差及外推预测误差最小化为原则,优选出最佳的组合方法.结果表明:通过按优劣次序逐步包容性检验的思路可筛选出合适的单项模型,采用最优加权法对单项模型进行组合预测的效果最佳,与传统预测方法相比,降低了参与组合的单项模型数量,提高了预测精度和预测效率. 展开更多
关键词 高填方场地 工后沉降 包容性检验 组合预测模型 最优加权法
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管制员个体工作负荷多维量化研究
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作者 王莉莉 顾秋丽 《中国安全科学学报》 CAS CSCD 北大核心 2024年第6期1-9,共9页
为提高空管系统高效运行,聚焦管制员个体工作负荷建立量化模型;首先设计试验采集一线16名区域管制员的岗前与岗后各项指标数据,根据测试数据变化,选择出敏感变量,描述个体工作负荷;其次建立包含心理感知负荷、生理反应负荷与脑力工作负... 为提高空管系统高效运行,聚焦管制员个体工作负荷建立量化模型;首先设计试验采集一线16名区域管制员的岗前与岗后各项指标数据,根据测试数据变化,选择出敏感变量,描述个体工作负荷;其次建立包含心理感知负荷、生理反应负荷与脑力工作负荷3个维度的综合评估指标体系,构建管制员个体工作负荷指数模型;然后通过熵权-客观组合法求解个体工作负荷指数最优权重,最终得出管制员个体工作负荷量化模型;最后进一步根据管制员个体工作负荷综合指数进行K-Means聚类分析,结果表明:管制员因个体不同岗后工作负荷存在差异。依据个体工作负荷指数大小,管制员可分为3类,A类管制员数量占总人数50%,岗后个体工作负荷增长最小;B类管制员数量占总人数43.75%,岗后负荷增长居中;C类管制员数量占总人数6.25%,岗后负荷增长最大,与教员对管制员能力的评分结果一致。 展开更多
关键词 空中交通管制员 个体工作负荷 配对样本T检验 熵权-客观组合法 K-MEANS聚类
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基于Critic权重法多目标优化汽车B柱上饰板注塑成型工艺 被引量:1
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作者 张文超 吴迪 +4 位作者 王明伟 李小虎 崔恩铭 周纪委 叶星辉 《工程塑料应用》 CAS CSCD 北大核心 2024年第4期83-88,共6页
为解决汽车B柱上饰板注塑成型过程中出现的体积收缩和翘曲变形等缺陷问题,利用Moldex3D软件,采用滑石粉改性聚丙烯材料对其注塑成型过程进行模拟。以注射时间、熔体温度、模具温度、保压压力、保压时间为变量,体积收缩率和Z方向(产品脱... 为解决汽车B柱上饰板注塑成型过程中出现的体积收缩和翘曲变形等缺陷问题,利用Moldex3D软件,采用滑石粉改性聚丙烯材料对其注塑成型过程进行模拟。以注射时间、熔体温度、模具温度、保压压力、保压时间为变量,体积收缩率和Z方向(产品脱模方向)的翘曲变形为目标,设计16组正交实验。利用Critic权重法对二者进行权重计算,并通过计算综合评分将多目标优化转化为单目标优化;最终通过计算综合评分的极差分析得到五个工艺参数的影响大小排序为:保压压力>模具温度>充填时间>熔体温度>保压时间,最优成型工艺参数组合为充填时间为2 s、熔体温度为240℃、模具温度为30℃、保压压力为70 MPa、保压时间为8 s。将最优成型工艺参数组合进行模拟,得到该产品的体积收缩率为5.901%,Z方向翘曲变形量为1.75 mm。与初始分析结果相比,体积收缩率降低了12.2%,Z方向翘曲变形量减小了9.04%。通过实际试模验证,产品充填完全,质量良好,符合生产要求。 展开更多
关键词 汽车B柱上饰板 MOLDEX3D 正交试验 Critic权重法 工艺参数优化
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自动驾驶仿真多逻辑场景综合评价方法 被引量:1
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作者 张培兴 秦孔建 +3 位作者 朱冰 赵健 范天昕 赵文博 《汽车工程》 EI CSCD 北大核心 2024年第3期375-382,共8页
基于场景的仿真测试方法已成为解决自动驾驶汽车性能验证的核心思路,该方法将车辆连续驾驶过程进行分割获取非重复的独立场景片段,并在仿真环境中进行测试。与测试过程相贴合,本文提出了一种自动驾驶仿真多逻辑场景综合评价方法。首先... 基于场景的仿真测试方法已成为解决自动驾驶汽车性能验证的核心思路,该方法将车辆连续驾驶过程进行分割获取非重复的独立场景片段,并在仿真环境中进行测试。与测试过程相贴合,本文提出了一种自动驾驶仿真多逻辑场景综合评价方法。首先建立自动驾驶汽车多逻辑场景综合评价方法,明确兼顾场景自身特征信息及仿真过程信息的场景权重分析流程;通过暴露度、失控度、危害度建立逻辑场景自身特征信息权重;建立包含仿真精度信息、要素种类信息、参数空间信息、离散步长信息的仿真过程信息权重;基于HighD数据集抽取前车制动、前车左侧切入、前车右侧切入场景信息,并基于本文提出的方法及基准算法测试结果计算场景权重,最终获取两种被测算法在多逻辑场景中的综合评价结果。 展开更多
关键词 自动驾驶汽车 仿真测试 综合评价 逻辑场景 权重分析
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