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基于标准正交判别投影的转子故障数据集降维方法 被引量:5
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作者 石明宽 赵荣珍 《振动与冲击》 EI CSCD 北大核心 2020年第18期96-102,共7页
针对旋转机械智能决策技术的故障数据分类问题,提出一种基于标准正交判别投影(SODP)的转子故障数据集降维算法。该方法从时域、频域及时频域构造原始故障特征集,将振动信号转化为高维特征数据集;运用SODP选择出其中最能反映故障本质的... 针对旋转机械智能决策技术的故障数据分类问题,提出一种基于标准正交判别投影(SODP)的转子故障数据集降维算法。该方法从时域、频域及时频域构造原始故障特征集,将振动信号转化为高维特征数据集;运用SODP选择出其中最能反映故障本质的敏感特征子集;将得到的低维特征子集输入到KNN分类器中进行故障模式辨识。用一个双跨度转子系统的振动信号集合进行验证,证明了该方法能够有效地提取出全局与局部判别信息,使故障类别之间的差异性变得更清晰,相应地提高了故障模式识别准确率。研究表明该算法可为实际转子智能故障诊断提供参考。 展开更多
关键词 故障分类 转子故障数据集 判别投影 标准正交性约束 K近邻(KNN)分类器
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广义Battle-Lemarié子波 被引量:4
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作者 袁晓 陶青川 何小海 《电子学报》 EI CAS CSCD 北大核心 2003年第2期271-275,共5页
从Haar尺度函数入手 ,提出尺度系数函数概念 ,引入时移因子 ,将Battle Lemari啨子波基拓展而构造出广义Battle Lemari啨多分辨分析基 .然后从理论上论证这种拓展的合理性与广义Battle Lemari啨基的一些基本性质 .研究结果表明 :所有广义... 从Haar尺度函数入手 ,提出尺度系数函数概念 ,引入时移因子 ,将Battle Lemari啨子波基拓展而构造出广义Battle Lemari啨多分辨分析基 .然后从理论上论证这种拓展的合理性与广义Battle Lemari啨基的一些基本性质 .研究结果表明 :所有广义Battle Lemari啨基继承了 (原始 )Battle Lemari啨基的许多优点 ,比如标准正交性 ,时、频局域化特征和指数衰减性等 ,同时还得到一系列新的对称基 ,广义Battle Lemari啨基的正则性优于相应的 (原始 )Battle 展开更多
关键词 子波构造 尺度系数函数 Haar尺度桥 时移因子 标准正交性
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四阶椭圆型方程组主次特征值之比的下界 被引量:1
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作者 黄振明 《湖南城市学院学报(自然科学版)》 CAS 2020年第6期48-52,共5页
对四阶椭圆型方程组的广义低阶特征值进行估计,利用选定的试验函数与主特征向量的正交条件、向量与矩阵的运算、分部积分法和不等式估计等技巧,证明了这类问题中的主特征向量、试验函数与主特征值间的关系,获得了关于主次特征值之比的... 对四阶椭圆型方程组的广义低阶特征值进行估计,利用选定的试验函数与主特征向量的正交条件、向量与矩阵的运算、分部积分法和不等式估计等技巧,证明了这类问题中的主特征向量、试验函数与主特征值间的关系,获得了关于主次特征值之比的一个下界估计不等式,还发现此界与空间的维数有关,但与所论区域的几何度量无关,并将结论推广至一般情形. 展开更多
关键词 四阶椭圆型方程组 广义低阶特征值 试验函数法 标准正交性 估计下界
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Performance Analysis of Medium Access Control Protocol for IEEE 802.11g-over-Fiber Networks 被引量:1
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作者 沈希 徐坤 +1 位作者 伍剑 林金桐 《China Communications》 SCIE CSCD 2013年第1期81-92,共12页
This paper investigates the Medium Access Control(MAC)protocol performance in the IEEE 802.11g-over-fiber network for different payloads and fiber lengths using Direct Sequence Spread Spectrum-Orthogonal Frequency Div... This paper investigates the Medium Access Control(MAC)protocol performance in the IEEE 802.11g-over-fiber network for different payloads and fiber lengths using Direct Sequence Spread Spectrum-Orthogonal Frequency Division Multiplexing(DSSSOFDM)and Extended Rate PhysicalsOrthogonal Frequency Division Multiplexing(ERP-OFDM)physical layers using basic access mode,Request to Send/Clear to Send(RTS/CTS)and CTS-to-self mechanisms.The results show that IEEE 802.11g-over-fiber network employing the ERP-OFDM physical layer is much more efficient than that employing the DSSS-OFDM physical layer,with regards to both throughput and delay.For a given maximum throughput/minimum delay,the tradeoff among the access mechanism,the fiber length,and the payload size must be considered.Our quantified results give a selection basis for the operators to quickly select suitable IEEE 802.11g physical layers and the different access mechanisms,and accurately predict the data throughput and delay given the specific parameters. 展开更多
关键词 radio over fiber network capacity wireless fidelity
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Design and Implementation of DSP—Based IEEE802.16a OFDM System
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作者 仇润鹤 谢颖华 +2 位作者 沈雄威 韩汉光 刘超 《Journal of Donghua University(English Edition)》 EI CAS 2009年第1期62-67,共6页
A set of integrated Orthogonal Frequency Division Multiplexing(OFDM) modulation and demodulation system is proposed and its performance is verified in reference to the standard of IEEE802.16a for WMAN.The design,combi... A set of integrated Orthogonal Frequency Division Multiplexing(OFDM) modulation and demodulation system is proposed and its performance is verified in reference to the standard of IEEE802.16a for WMAN.The design,combined with analogy front-end,adopts Texas Instrument(TI) Company's 6701 evaluation module(EVM) to construct digital Intermediate Frequency(IF) platform.A DSP-based baseband processing software module is embedded into the system.The proposed scheme makes it possible for users to select various software modules to set up connections with different throughput performance.Taking into account the given hardware configuration,the design aims to optimize the algorithm modules to accomplish better system performance. 展开更多
关键词 OFDM WMAN 802.16a DSP modulation and demodulation 6701 evaluation module
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DESIGN EFFICIENCY FOR MINIMUM PROJECTION UNIFORMITY DESIGNS WITH TWO LEVELS 被引量:3
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作者 Hong QIN Na Z0U Shangli ZHANG 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2011年第4期761-768,共8页
The objective of this paper is to study the issue of design efficiency for minimum projection uniformity designs. The results show that for orthogonal arrays with strength two, the minimum projection uniformity criter... The objective of this paper is to study the issue of design efficiency for minimum projection uniformity designs. The results show that for orthogonal arrays with strength two, the minimum projection uniformity criterion is a good surrogate for the design efficiency criterion proposed by Cheng, Deng and Tang (2002). 展开更多
关键词 Generalized minimum aberration minimum projection uniformity orthogonal array uniform design.
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Temperature gradient and its effect on flat steel box girder of long-span suspension bridge 被引量:19
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作者 MIAO ChangQing SHI ChangHua 《Science China(Technological Sciences)》 SCIE EI CAS 2013年第8期1929-1939,共11页
The temperature field variation law and distribution characteristics of an orthotropic flat steel box girder under sunny conditions were analyzed through a field temperature test on the steel box girder of the operati... The temperature field variation law and distribution characteristics of an orthotropic flat steel box girder under sunny conditions were analyzed through a field temperature test on the steel box girder of the operational Runyang Yangtze River Bridge(the suspension bridge part).Function optimization fitting and error analysis of the test data were conducted.A temperature gradient distribution curve applicable to a hexagonal flat steel box girder was proposed.Based on the measurement results,the temperature effect of an orthotropic flat steel box girder was analyzed using finite element method and the effects of different temperature gradient modes on the mechanical characteristics and stress distribution of the steel box girder were compared.Under sunny conditions,heat conduction in the flat steel box girder structure shows distinct "box-room effect" characteristics,and the actual temperature gradient distribution is inconsistent with the one suggested by the existing standards.The thermal stress of a steel box girder calculated from the measured temperature gradient mode exceeds that calculated from the standard,and the intensity approximates that under the action of designed vehicle loads.The temperature-induced stress is distributed centrally near the manufacturing welds of the orthotropic steel box girder,which should be considered in design,construction and research.Results from this study could supplement the existing bridge and culvert design standards. 展开更多
关键词 long-span bridge flat steel box girder temperature gradient temperature effect
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