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针对风电场短期风速的预测提出一种基于小波变换的组合预测方法 Wind-Speed-Combined-Prediction
针对风电场短期风速的预测提出一种基于小波变换的组合预测方法。首先利用Mallat 算法对短期风速时间序列进行db3 小波三层分解与重构,得到短期风速时间序列的近似分量和细节分量。针对近似分量和细节分量的不同特性,对近似分量利用粒子群算法优化的最小二乘支持向量机进行预测,对细节分量利用自回归求和滑动平均模型进行预测。最后各预测模型预测值组合叠加得到最终的短期风速预测值。仿真结果表明该方法具有较高的预测准确度。(In order to improve short-term wind speed prediction accuracy of wind farms,a combined prediction method based on the wavelet transform is proposed. Firstly,the db3 wavelet is used for three-layer decomposition and reconstruction for short-term wind speed time series through Mallat algorithm. The approximation components and the detail components of the short-term wind speed are then obtained. Next,according to the different characteristics of these components,the least square support vector machine optimized
by particle swarm algorithm and the autoregressive integrated moving average model are adopted as the predictivemodels for the approximate components and the detail components respectively. Then,the final predictive value of the short-term wind speed is obtained by the combination of the two components. The simulation results indicate that higher accuracy can be obtained in this prediction method.)
- 2016-12-23 10:12:27下载
- 积分:1
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motiondetection
This application detects motion in real time. A webcam could be used.
- 2011-01-10 14:19:44下载
- 积分:1
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LQRmatlab
单级倒立摆的PID控制 控制的目标是通过给小车底座施加一个力,使小车停留在预定的位置,并使杆不倒下
(lqr matlab)
- 2012-05-12 17:56:23下载
- 积分:1
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Bayesian
基于贝叶斯网络的风机出力预测,有预测指标等内容(wind power forecast based on the Bayesian method)
- 2014-10-18 15:26:20下载
- 积分:1
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program
river formation dynamics algorithm implementation in matlab
- 2013-12-29 21:37:33下载
- 积分:1
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mpiPopenmp
采用MPI+OpenMP混合模型设计并实现光化学反应双层并行模拟算法,上层基于MPI实现节点间的原子分解并行,下层基于OpenMP实现节点内的多线程矩阵并行乘法。(With MPI+OpenMP mixed model was designed and implemented The photochemical reaction bunk parallel simulation algorithms, the upper atomic decomposition based on inter-node MPI implementations parallel, the lower based on OpenMP nodes of multithreading matrix parallel multiplication.)
- 2012-11-28 16:56:50下载
- 积分:1
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123464568588
office 操作技巧包括matlab简单入门教程。可供老师教学参考之用。(office operating skills, including Getting Started tutorial matlab simple. Made available to teachers teaching reference.)
- 2009-09-16 20:45:50下载
- 积分:1
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Comparison
Comparison of C++, Java, Python, Ruby and MATLAB Using Object Oriented Example _comparelanguages
- 2009-05-18 00:26:43下载
- 积分:1
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intentoconvolucion
this program does de graphic convolution of two signals in real time, it gives de value of the convolution
- 2009-12-21 04:51:12下载
- 积分:1
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wavemax
输入为JPG格式图像,通过小波模极大值提取图像边缘,共分3级进行提取,输出包括原图像边缘检测结果和不同级别小波边缘图像。(JPG format input image, the wavelet modulus maxima extracted image edge extraction is divided into three, the output includes the original image edge detection results and the different levels of wavelet edge image.)
- 2010-12-27 16:52:04下载
- 积分:1