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基于LS-SVM和核密度估计的概率性风电功率预测 被引量:5
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作者 孟升卫 冯晓晓 +1 位作者 庞景月 崔秀海 《计算机测量与控制》 2019年第12期34-38,共5页
近年来风电在我国发展迅猛,但风速的不稳定性和间歇性,使风电功率也具有同样的性质,这样的电功率注入会带来电力系统运行的不稳定,因此,风电功率的预测对风电并网及使用具有重要意义;鉴于此,开展风电功率的短期预测研究,利用LS-SVM对风... 近年来风电在我国发展迅猛,但风速的不稳定性和间歇性,使风电功率也具有同样的性质,这样的电功率注入会带来电力系统运行的不稳定,因此,风电功率的预测对风电并网及使用具有重要意义;鉴于此,开展风电功率的短期预测研究,利用LS-SVM对风电功率进行建模并实现确定性的短期预测,在此基础上使用非参数统计法对确定性预测模型的预测误差进行拟合获得其密度函数,计算各功率段的置信区间以得到概率性预测结果,从而提高风电功率预测结果的实用性和可靠性;与常用的自回归滑动平均模型和BP神经网络模型进行对比实验,证明该方法的性能及优势。 展开更多
关键词 风电功率预测 概率性预测 LS-SVM 核密度估计
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PULSE SHRINKING TIME-TO-DIGITAL CONVERTER FOR UWB APPLICATION
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作者 Chen Chao meng shengwei +2 位作者 Xia Zhenghuan Fang Guangyou Yin Hejun 《Journal of Electronics(China)》 2014年第3期180-186,共7页
A kind of architecture of Time-to-Digital Converter(TDC) for Ultra-WideBand(UWB) application is presented. The proposed TDC is based on pulse shrinking, and implemented in a Field Programmable Gate Array(FPGA) device.... A kind of architecture of Time-to-Digital Converter(TDC) for Ultra-WideBand(UWB) application is presented. The proposed TDC is based on pulse shrinking, and implemented in a Field Programmable Gate Array(FPGA) device. The pulse shrinking is realized in a loop containing two Programmable Delay Lines(PDLs) or a two-channel PDL. One line(channel) delays the rising edge and the other line(channel) delays the falling edge of a circulating pulse. Delay resolution of PDL is converted into a digital output code under known conditions of pulse width. This delay resolution measurement mechanism is different from the conventional time interval measurement mechanism based on pulse shrinking of conversion of unknown pulse width into a digital output code. This mechanism automatically avoids the influence of unwanted pulse shrinking by any circuit element apart from the lines. The achieved relative errors for four PDLs are within 0.80%–1.60%. 展开更多
关键词 Ultra-WideBand(UWB) Pulse shrinking Time-to-Digital Converter(TDC) Programmable Delay Line(PDL) Delay resolution measurement
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4-ELEMENT PLANAR ARRAY ANTENNA FOR UWB APPLICATION
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作者 Chen Chao Shao Jinjin +2 位作者 meng shengwei Fang Guangyou Yin Hejun 《Journal of Electronics(China)》 2014年第3期175-179,共5页
A novel low-cost 4-element planar array antenna directly fed by a coaxial cable for Ultra-WideBand(UWB) application is presented. The proposed antenna consists of 2×2 bowtie elements and a simple 1:4 power divide... A novel low-cost 4-element planar array antenna directly fed by a coaxial cable for Ultra-WideBand(UWB) application is presented. The proposed antenna consists of 2×2 bowtie elements and a simple 1:4 power divider feeding network. Compared to the basic bowtie element, the impedance bandwidth of the array antenna has a significant improvement that the low cut-off frequency is extended from 6 GHz of the bowtie element to 2 GHz. The measured results show that the proposed antenna has a large bandwidth of 2 GHz to 11 GHz for Voltage Standing Wave Ratio(VSWR)<2, and exhibits a bidirectional radiation pattern and a modest gain across the operating band and a peak gain of about 9 dBi at 11 GHz. 展开更多
关键词 Ultra-WideBand(UWB) Planar array Bowtie GAIN
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