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基于拟正交试验与支持向量机的设计时间预测方法研究
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作者 郭波 张晓冬 +1 位作者 段爽月 杨杰 《中国机械工程》 EI CAS CSCD 北大核心 2009年第9期1087-1091,1096,共6页
针对产品设计时间预测问题,提出了一种基于拟正交试验与支持向量机的设计时间预测新方法,将产品特征和设计者的设计能力作为影响因素进行综合考察。以变速箱传动轴的设计时间预测为例,对影响因素的定量化评价、试验步骤以及预测方法进... 针对产品设计时间预测问题,提出了一种基于拟正交试验与支持向量机的设计时间预测新方法,将产品特征和设计者的设计能力作为影响因素进行综合考察。以变速箱传动轴的设计时间预测为例,对影响因素的定量化评价、试验步骤以及预测方法进行了详细说明。应用实例表明,该方法能较为全面地反映产品设计任务中各因素以及设计者能力对设计时间的影响,避免历史数据中的不确定因素所带来的干扰,有效解决预测模型选择、非线性和维数灾难等问题。 展开更多
关键词 产品设计时间 拟正交试验 支持向量机 回归分析
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圆形钢筋混凝土桥墩抗震性能(Ⅱ):试验结果评估 被引量:7
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作者 李贵乾 郑罡 王军 《重庆交通大学学报(自然科学版)》 CAS 北大核心 2011年第6期1270-1274,1317,共6页
根据桥墩拟静力正交试验现象及数据结果,研究了圆形钢筋混凝土桥墩的变形特征及弯曲强度特性;并对低周反复荷载作用下桥墩的位移延性、等效刚度和刚度退化性能以及极限位移状态下累积耗能能力进行了评估,综合考察了剪跨比、轴压比、纵... 根据桥墩拟静力正交试验现象及数据结果,研究了圆形钢筋混凝土桥墩的变形特征及弯曲强度特性;并对低周反复荷载作用下桥墩的位移延性、等效刚度和刚度退化性能以及极限位移状态下累积耗能能力进行了评估,综合考察了剪跨比、轴压比、纵筋率、配箍率等因素对桥墩延性性能的影响。可为桥梁的延性抗震设计提供参考。 展开更多
关键词 钢筋混凝土桥墩 静力试验 延性性能 抗震设计
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圆形钢筋混凝土桥墩抗震性能试验评估(Ⅰ):试验设计及初步结果 被引量:8
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作者 李贵乾 郑罡 王军 《重庆交通大学学报(自然科学版)》 CAS 北大核心 2011年第5期889-894,1013,共7页
根据现行《公路桥梁抗震设计细则》的基本要求,设计了三水平、四因素圆形钢筋混凝土桥墩拟静力正交弯曲破坏试验,并以墩顶力-位移滞回曲线、墩顶总位移的弯曲变形、剪切变形和应变渗透变形分量及截面平均曲率为主要测试对象,进行了相应... 根据现行《公路桥梁抗震设计细则》的基本要求,设计了三水平、四因素圆形钢筋混凝土桥墩拟静力正交弯曲破坏试验,并以墩顶力-位移滞回曲线、墩顶总位移的弯曲变形、剪切变形和应变渗透变形分量及截面平均曲率为主要测试对象,进行了相应的试验研究。结果表明:各桥墩的弯曲损伤破坏过程相似;纵筋率较低,轴压比较高的桥墩存在一定的剪切机制作用;纵筋直径较小的桥墩在纵筋发生断裂时能承受的循环加载次数较少;墩底区域混凝土振捣不密实对桥墩延性能力的发挥有不利影响。 展开更多
关键词 钢筋混凝土桥墩 静力试验 延性能力 试验评估
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Numerical simulation of intelligent compaction for subgrade construction 被引量:9
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作者 MA Yuan LUAN Ying-cheng +1 位作者 ZHANG Wei-guang ZHANG Yu-qing 《Journal of Central South University》 SCIE EI CAS CSCD 2020年第7期2173-2184,共12页
During the compaction of a road subgrade, the mechanical parameters of the soil mass change in real time, but current research assumes that these parameters remain unchanged. In order to address this discrepancy, this... During the compaction of a road subgrade, the mechanical parameters of the soil mass change in real time, but current research assumes that these parameters remain unchanged. In order to address this discrepancy, this paper establishes a relationship between the degree of compaction K and strain ε. The relationship between the compaction degree K and the shear strength of soil(cohesion c and frictional angle φ) was clearly established through indoor experiments. The subroutine UMAT in ABAQUS finite element numerical software was developed to realize an accurate calculation of the subgrade soil compaction quality. This value was compared and analyzed against the assumed compaction value of the model, thereby verifying the accuracy of the intelligent compaction calculation results for subgrade soil. On this basis, orthogonal tests of the influential factors(frequency, amplitude, and quality) for the degree of compaction and sensitivity analysis were carried out. Finally, the ‘acceleration intelligent compaction value’, which is based on the acceleration signal, is proposed for a compaction meter value that indicates poor accuracy. The research results can provide guidance and basis for further research into the accurate control of compaction quality for roadbeds and pavements. 展开更多
关键词 intelligent compaction numerical simulation dynamic change control indicators orthogonal experiment
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Numerical simulation study of the failure evolution process and failure mode of surrounding rock in deep soft rock roadways 被引量:15
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作者 Meng Qingbin Han Lijun +3 位作者 Xiao Yu Li Hao Wen Shengyong Zhang Jian 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2016年第2期209-221,共13页
Based on the safety coefficient method,which assigns rock failure criteria to calculate the rock mass unit,the safety coefficient contour of surrounding rock is plotted to judge the distribution form of the fractured ... Based on the safety coefficient method,which assigns rock failure criteria to calculate the rock mass unit,the safety coefficient contour of surrounding rock is plotted to judge the distribution form of the fractured zone in the roadway.This will provide the basis numerical simulation to calculate the surrounding rock fractured zone in a roadway.Using the single factor and multi-factor orthogonal test method,the evolution law of roadway surrounding rock displacements,plastic zone and stress distribution under different conditions is studied.It reveals the roadway surrounding rock burst evolution process,and obtains five kinds of failure modes in deep soft rock roadway.Using the fuzzy mathematics clustering analysis method,the deep soft surrounding rock failure model in Zhujixi mine can be classified and patterns recognized.Compared to the identification results and the results detected by geological radar of surrounding rock loose circle,the reliability of the results of the pattern recognition is verified and lays the foundations for the support design of deep soft rock roadways. 展开更多
关键词 Deep soft rock roadway Evolutionary process Failure model Numerical simulation Model recognition
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Thermal simulation and optimization design on a high-power LED spot lamp 被引量:15
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作者 余桂英 朱旭平 +2 位作者 胡书红 郝雯雯 郭天太 《Optoelectronics Letters》 EI 2011年第2期117-121,共5页
In this paper, thermal characteristics of the high-power LED spot lamp are reported. The emphasis is placed upon optimizing design of the heat sink of LED spot lamp using the optimization module and the orthogonal-exp... In this paper, thermal characteristics of the high-power LED spot lamp are reported. The emphasis is placed upon optimizing design of the heat sink of LED spot lamp using the optimization module and the orthogonal-experiment method. Results demonstrate that the weight of the heat sink is decreased to 46.1% of that for the initial structure, and the influence of each factor on junction temperature and weight of the heat sink is acquired by range analysis. Finally, the influence of ambient temperature and natural convection coefficient on the LED maximum temperature is analyzed. The results and the optimizing methodology are of great importance to the thermal design of LED lamps. 展开更多
关键词 DESIGN Heat sinks OPTIMIZATION
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