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CNN
说明: 用于功率预测的CNN代码,以及一系列相关函数文件(CNN Code for Power Prediction)
- 2019-06-03 13:18:10下载
- 积分:1
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main
基于扩展卡尔曼滤波单站观测距离的目标跟踪程序,可以直接运行(Extended Kalman Filter single station observation distance of target tracking program can be run directly)
- 2013-10-10 09:30:35下载
- 积分:1
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优秀论文及配套源码 SVM Short-term-Load-Forecasting
优秀论文及配套源码。首先阐述了负荷预测的应用研究现状,概括了负荷预测的特点及其影响因素,归纳了短期负荷预测的常用方法,并分析了各种方法的优劣;接着介绍了作为支持向量机(SVM)理论基础的统计学习理论和SVM的原理,推导了SVM回归模型;本文采用最小二乘支持向量机(LSSVM)模型,根据浙江台州某地区的历史负荷数据和气象数据,分析影响预测的各种因素,总结了负荷变化的规律性,对历史负荷数据中的“异常数据”进行修正,对负荷预测中要考虑的相关因素进行了归一化处理。LSSVM中的两个参数对模型有很大影响,而目前依然是基于经验的办法解决。对此,本文采用粒子群优化算法对模型参数进行寻优,以测试集误差作为判决依据,实现模型参数的优化选择,使得预测精度有所提高。实际算例表明,本文的预测方法收敛性好、有较高的预测精度和较快的训练速度。(first expounds the recent application research of load forecasting, summarized the characteristics of load forecasting and influencing factors, summed up common methods of short-term load forecasting, and analyzed the advantages and disadvantages of each method then introduced statistical learning theory and the principle of SVM as the basis of support vector machine (SVM ) theory, SVM regression model is derived this paper adopted least squares support vector machine (LSSVM) model, according to the historical load data and meteorological data of a certain area of Zhejiang Taizhou, Analysised the various factors affecting the forecast, summed up the regularity of load change , amended "outliers" in the historical load data,the load forecasting factors to be considered were normalized. The two parameters of LSSVM have a significant impact on the model, but it is still soluted based on the experience currently. So, this paper adopted particle swarm optimization algorithm to optimized )
- 2021-04-01 17:09:08下载
- 积分:1
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CalculateGilf
to calculate the similarity between many functions
- 2011-01-23 21:14:27下载
- 积分:1
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PDToolbox_matlab-master (1)
说明: 演化博弈Matlab工具箱, 适用于复杂网络演化博弈研究(evolutionary game toolbox)
- 2020-12-10 15:59:18下载
- 积分:1
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matlabgui
matlab 关于GUI学习的资料,非常有使用价值(matlab on the GUI to learn the information, very value)
- 2009-09-29 15:51:42下载
- 积分:1
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matlab.1
主要是计算LD中光场的分布,以及在稳态条件下载流子的增益,属于稳态条件下简单的情况(Mainly calculated in LD light field distribution, and the steady-state condition downloading carriers gain, belonging to steady state conditions the simplest case)
- 2013-07-02 10:49:22下载
- 积分:1
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CIC
说明: 利用matlab,实现插值滤波器的设计 有需要的朋友可以(Using matlab, realize the design of interpolation filters can have a friend in need)
- 2008-09-01 15:02:01下载
- 积分:1
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ANN
This is books for Artifical Neural Network ANN
- 2014-09-17 03:29:59下载
- 积分:1
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PSCADzhongwenjiaocheng
说明: pscad中文教程,包括安装,常用操作以及常用元件等性质(pscad Chinese language tutorials, including installation, operation and common properties such as common components)
- 2011-03-26 11:20:49下载
- 积分:1