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基于SV模型的风速时间序列峰度分析 被引量:8
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作者 陈昊 张建忠 王玉荣 《中国电力》 CSCD 北大核心 2011年第1期90-93,共4页
风速预测是风力发电领域的重要课题之一。风速波动剧烈,预测难度大,深入发掘风速数据波动性特征对于提高风速预测的准确性有积极意义。根据随机波动(SV)模型的峰度分析技术,研究风速时间序列的高峰度特征。基于电力系统领域对峰度的定义... 风速预测是风力发电领域的重要课题之一。风速波动剧烈,预测难度大,深入发掘风速数据波动性特征对于提高风速预测的准确性有积极意义。根据随机波动(SV)模型的峰度分析技术,研究风速时间序列的高峰度特征。基于电力系统领域对峰度的定义,理论推导并证明SV超峰度定理的衍生形式,建立适应风速预测的SV风速模型,模拟风速数据的整体峰度。在分析SV-t族模型的基础上,为选择适当的SV风速预测模型的条件分布类型提供了一种有效方案。实际风电场数据算例分析表明,该方法能有效建立高峰度特征的实际风速模型,对实际风速建模有一定的实用意义。 展开更多
关键词 风速时间序列 随机波动模型 峰度分析 T分布 厚尾效应
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Research on Gaussian distribution preprocess method of infrared multispectral image background clutter
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作者 张伟 武春风 +1 位作者 邓盼 范宁 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2004年第5期513-515,共3页
This paper introduces a sliding-window mean removal high pass filter by which background clutter of infrared multispectral image is obtained. The method of selecting the optimum size of the sliding-window is based on ... This paper introduces a sliding-window mean removal high pass filter by which background clutter of infrared multispectral image is obtained. The method of selecting the optimum size of the sliding-window is based on the skewness-kurtosis test. In the end, a multivariate Gaussian distribution mathematical expression of background clutter image is given. 展开更多
关键词 infrared multispectral imagery background clutter Sliding-window mean removal Skewness-kurtosis test multivariate Gaussian distribution
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Application of wavelet transform in-ray spectra analysis
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作者 YU GuoLiang GU JianZhong +3 位作者 HOU Long LI ZhenYu WANG YanZhao ZHANG YiYun 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS 2013年第9期1735-1739,共5页
The frequency distribution of different ingredients in-ray spectra,e.g.,photo-peak,fluctuations of counts and Compton region,is separately analyzed.After wavelet transform of-ray spectra,the wavelet coefficients of a ... The frequency distribution of different ingredients in-ray spectra,e.g.,photo-peak,fluctuations of counts and Compton region,is separately analyzed.After wavelet transform of-ray spectra,the wavelet coefficients of a photo-peak increase with transforming scales and these coefficients show direct proportion with intensity of peak at determinate scale.A novel algorithm based on wavelet transform is proposed and studied.The results indicate that most of the photo-peaks in multi-spectra can be determined accurately,the-rays energy and intensity of the peak can also be determined.This method has the prospect of being applied in on-line multi-spectra analysis in such fields as radioprotection and nuclear safety monitoring. 展开更多
关键词 wavelet transform -ray spectra photo-peak
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Effects of drying process of Yuanzhi (Radix Palygalae) on its bioactive ingredients
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作者 Yingli Wang Yani Li +1 位作者 Yuying Zhao Liping Chang 《Journal of Traditional Chinese Medicine》 SCIE CAS CSCD 2014年第2期206-213,共8页
OBJECTIVE: To study the effects of the drying processing in terms operational parameters on the bio- active constituents of six YuanzhJ (Radix Palygalae) samples across China. METHODS: Six Yuanzhi (Radix Palygala... OBJECTIVE: To study the effects of the drying processing in terms operational parameters on the bio- active constituents of six YuanzhJ (Radix Palygalae) samples across China. METHODS: Six Yuanzhi (Radix Palygalae) samples were investigated using thermogravimetry analysis. The heating courses were set in two ways: the temperature-programmed process from room temperature to 150℃ ,and the constant-temperature course at 50℃, 70℃ and 90℃. RESULTS: The peak temperature of six Yuanzhi (Radix Palygalae) samples ranged from 78℃ to 88℃. The mass loss rate of Yuanzhi (Radix Palygalae) alcohol-soluble extract was significantly increased when heated at 90℃. Four types of bioactive ingredients were detected in volatile oils of Yuanzhi (Radix Palygalae) sample from Shanxi province by Gas Chromatography-mass spectrometry analysis. Fourier Transform Infrared Spectroscopy results showed that the drying temperature exerted a great influence on types and amount of ingredients of Yuanzhi (Radix Palygalae). The kinetic study showed that the constant-temperature drying process of Yuanzhi Radix Palygalae) samples could be well de- scribed by the Page Model, especially for the drying process at 50~C, in which R2 and SD values were more than 0.98 and less than 0.04, respectively.The drying constant k of three Yuanzhi (Radix Palygalae) samples from Shanxi, Gansu and Shaanxi provinces in China was corresponding to the Arrhenius equation, and their activation energies were 28.07, 2.5.38 and 21.48 kJ/mol, respectively. CONCLUSION: The drying process of Yuanzhi (Radix Palygalae) was very important for bioactive ingredients improvement in Yuanzhi (Radix Palygalae). Temperature was a thermodynamic property significantly affecting the process. 展开更多
关键词 Yuanzhi (Radix Palygalae) Chromatography supercritical fluid Drying process Thermogravimetric analysis Alcohol soluble extract Bioactive ingredients
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