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国家自然科学基金(50905013)

作品数:7 被引量:14H指数:2
相关作者:阳建宏黎敏徐金梧韩立静杨德斌更多>>
相关机构:北京科技大学更多>>
发文基金:国家自然科学基金中央高校基本科研业务费专项资金更多>>
相关领域:理学机械工程农业科学建筑科学更多>>

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Homotopy analysis solution for micropolar fluid flow through porous channel with expanding or contracting walls of different permeabilities
2011年
The flow of a micropolar fluid through a porous channel with expanding or contracting walls of different permeabilities is investigated. Two cases are considered, in which opposing walls undergo either uniform or non-uniform motion. In the first case, the homotopy analysis method (HAM) is used'to obtain the expressions for the velocity and micro-rotation fields. Graphs are sketched for some parameters. The results show that the expansion ratio and the different permeabilities have important effects on the dynamic characteristics of the fluid. Following Xu's model, in the second case which is more general, the wall expansion ratio varies with time. Under this assumption, the governing equations axe transformed into nonlinear partial differential equations that can also be solved analytically by the HAM. In the process, both algebraic and exponential models are considered to describe the evolution of α(t) from the initial state α0 to the final state al. As a result, the time-dependent solutions are found to approach the steady state very rapidly. The results show that the time-dependent variation of the wall expansion ratio can be ignored because of its limited effects.
司新毅司新辉郑连存张欣欣
加权多尺度形态滤波在轴承故障诊断中的应用被引量:5
2012年
滚动轴承故障信号中通常包含了周期性出现的冲击衰减成分,冲击频率反映了轴承发生故障的位置信息。多尺度形态滤波可以提取分布在不同尺度下的冲击特征,为了更准确的反映不同尺度分析结果的贡献,提出了一种评价冲击特征提取效果的指标,并以此计算权值对多尺度分析结果进行加权综合。仿真信号和轴承外圈故障信号的分析结果表明,加权多尺度形态滤波方法可以有效提取强背景噪声下的冲击特征,为滚动轴承故障诊断提供了一种有效的手段。
韩立静阳建宏黎敏徐金梧
关键词:多尺度形态学滚动轴承特征提取
Homotopy analysis solutions for the asymmetric laminar flow in a porous channel with expanding or contracting walls被引量:7
2011年
In this paper, the asymmetric laminar flow in a porous channel with expanding or contracting walls is investigated. The governing equations are reduced to ordinary ones by using suitable similar transformations. Homotopy analysis method (HAM) is employed to obtain the expres- sions for velocity fields. Graphs are sketched for values of parameters and associated dynamic characteristics, especially the expansion ratio, are analyzed in detail.
X.-H. SiL.-C. ZhengX.-X. ZhangY. Chao
Fault Feature Extraction of Rolling Bearing Based on an Improved Cyclical Spectrum Density Method被引量:1
2015年
The traditional cyclical spectrum density(CSD) method is widely used to analyze the fault signals of rolling bearing. All modulation frequencies are demodulated in the cyclic frequency spectrum. Consequently, recognizing bearing fault type is difficult. Therefore, a new CSD method based on kurtosis(CSDK) is proposed. The kurtosis value of each cyclic frequency is used to measure the modulation capability of cyclic frequency. When the kurtosis value is large, the modulation capability is strong. Thus, the kurtosis value is regarded as the weight coefficient to accumulate all cyclic frequencies to extract fault features. Compared with the traditional method, CSDK can reduce the interference of harmonic frequency in fault frequency, which makes fault characteristics distinct from background noise. To validate the effectiveness of the method, experiments are performed on the simulation signal, the fault signal of the bearing outer race in the test bed, and the signal gathered from the bearing of the blast furnace belt cylinder. Experimental results show that the CSDK is better than the resonance demodulation method and the CSD in extracting fault features and recognizing degradation trends. The proposed method provides a new solution to fault diagnosis in bearings.
LI MinYANG JianhongWANG Xiaojing
关键词:CYCLOSTATIONARY
Analytic solution to the micropolar-fluid flow through a semi-porous channel with an expanding or contracting wall
2010年
The flow of a micropolar fluid in a semi-porous channel with an expanding or contracting wall is investigated. The governing equations are reduced to ordinary ones by using similar transformations. To get the analytic solution to the problem, the homotopy analysis method (HAM) is employed to obtain the expressions for velocity fields. Graphs are sketched and discussed for various parameters, especially the effect of the expansion ratio on velocity and micro-rotation fields.
司新辉郑连存张欣欣晁莹
非单点证据体数据融合的Dempster组合规则适用性评价方法
2015年
针对待融合的证据体包含基本概率分配值相差较大的非单点证据时,基于pignistic距离的Dempster组合规则适用性评价方法判定结果存在模糊性甚至不准确的问题,提出了一种表示证据体之间关联性的改进pignistic距离,并将改进的pignistic距离与经典冲突系数相结合,提出了对Dempster组合规则适用性评价的新方法。在新方法中,定义了一种新的证据体冲突衡量系数用于判定Dempster规则的适用性。当经典冲突系数为0时,新系数与改进pignistic距离一致;当经典冲突系数不为0时,新系数与改进pignistic距离和经典冲突系数之和的平均值一致。算例分析的结果表明,与基于pignistic距离的Dempster规则适用性评价方法相比,新的基于改进pignistic距离的Dempster组合规则适用性评价方法有较好的适用性和合理性。
刘哲席阳建宏杨德斌黎敏民现春
关键词:证据理论
一种改进的不平衡数据集分类方法
传统的机器学习方法在解决不平衡分类问题时,得到的分类器具有很大的偏向性,表现为少数类识别率远低于多数类。为此,在旋转森林分类方法的基础上,提出一种改进的不平衡数据处理方法——偏转森林。通过对少数类进行过抽样改变训练数据的...
赵秀宽阳建宏黎敏徐金梧
关键词:不平衡数据集集成分类器过抽样
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Flow of micropolar fluid between two orthogonally moving porous disks被引量:1
2012年
The unsteady, laminar, incompressible, and two-dimensional flow of a mi- cropolar fluid between two orthogonally moving porous coaxial disks is considered. The extension of von Karman's similarity transformations is used to reduce the governing partial differential equations (PDEs) to a set of non-linear coupled ordinary differential equations (ODEs) in the dimensionless form. The analytical solutions are obtained by employing the homotopy analysis method (HAM). The effects of various physical param- eters such as the expansion ratio and the permeability Reynolds number on the velocity fields are discussed in detail.
司新辉郑连存张欣欣司新毅
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