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WindPowerForecastingusingFuzzyNeuralNetworks
- 运用神经网络预测风速，并提出算法，最后作出比较，说明神经网络是预测的良好模型-The use of neural network to predict wind speed, and algorithm, and finally make a comparison on neural network model is a good forecast
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- 论文从一个新的角度研究风速预测模型，首次将局域波理论引入并应用到风速mm预测领域，对风速序列进行平稳化处理，提高了风速建模预测的精度。-This paper studies the wind speed forecasting model in a new method.The author introduces and applies the local wave theory to the wind speed forecastin
windspeedsvm1
- 利用matlab svm对风速进行预测，自己写的 希望大家交流交流-svm windspeed
dsp
- 对未来的风速进行预测，预测的很准，具有很好的预测功能-Wind speed to predict the future, forecasting is very accurate, with good predictive capabilities
wind-prediction
- 风速预测源代码，通过已有数据预测将来1小时的风速-wind prediction
xy7z.ZIP
- 基于风速预测的最大风能追踪控制系统仿真Based on wind speed forecasting maximum wind energy tracking control system simulation-Based on wind speed forecasting maximum wind energy tracking control system simulation
best
- 基于BP神经网络方法的风速预测程序，通过历史数据的训练来预测未来一小时的风速-wind speed prediction based on BP neural network
cd4ef1.ZIP
- 基于小波分解和微分进化支持向量机的风电场风速预测Based on wavelet decomposition and differential evolutionary support vector machine wind speed forecasting of the wind farm-Based on wavelet decomposition and differential evolutionary support vec
awayline_SVM_ARMA
- 基于风速预测的风力发电平均功率率侧，神经网络算法-Side of the neural network algorithm based on wind speed forecast wind power average power ratio
ARIMA
- 是一个风速预测模型。适合初学者对ARIMA的理解(It is a wind speed prediction model. Suitable for beginners to understand ARIMA --------------------------------------------------------------------------------
69491719PSO-BP-wind-power
- 可以简单预测风速，可以使用，可以运行，数据有点少(Can a simple wind speed forecast)
12856113Model
- 简单进行风速预测的程序，可以预测几分钟后的风速(Simple wind speed prediction program, you can predict the wind speed after a few minutes)
两种预测方法比较
- 风速预测算法，文件包含了BP算法和RBF两种神经网络算法，适合初学者入门(wind prediction ,BP and RBF)
fengsuyuce
- 基于四种风速，随机风，基本风，阵风，渐变风的组合风速预测(Based on four kinds of wind speed, random wind, basic wind, gusty wind and gradient wind, the combination wind speed is predicted.)
毕设程序
- 风速预测，基于的软件平台为matlab。是一个可以预测风速的模型。(wind prediction based on matlab)
vmd
- VMD.分解程序-将序列分解为多个子序列，用于风速风功率等新能源预测(VMD. Decomposition Procedure - Used for Predictive Use.)
wind power forecasting based on EWT-KELM
- 针对短期风电功率预测，提出一种基于经验小波变换预处理的核极限学习机组合预测方法。首先采用 EWT 对风电场实测风速数据进行自适应分解并提取具有傅立叶紧支撑的模态信号分量，针对每个分量分别构建 KELM 预测模型，最后对各个预测模型的输出进行叠加得到风速预测值并根据风电场风功特性曲线可得对应风电功率预测值。(Aiming at short-term wind power prediction, a kernel-based learnin
ARIMA风速预测
- 用于风电场区域的风速多步预测问题。模型基于ARIMA，通过数据预处理、进行建模，并使用我国山东省两个风电场的历史风速数据进行测试和分析。结果表明，模型的统计误差小。(Multi-step wind speed prediction in wind farm area. The model is based on ARIMA, through data preprocessing, modeling, and using historic
29 基于贝叶斯Bayes的数据预测
- 贝叶斯算法应用于数据预测，可以应用于很多领域，如风速预测等。(Bayesian algorithm is applied to data prediction, and can be applied to many fields, such as wind speed prediction.)
LSTM-regression-master
- 基于lstm算法在MATLAB对短期风速进行预测(Based on LSTM algorithm, short-term wind speed was predicted in MATLAB)