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fengdiangonglv
- 对风电功率的预测 时间序列预测 卡尔曼滤波预测 -Prediction of wind power time series prediction Kalman filter prediction
shijianxulie-GP
- 风电功率的预测程序，matlab做的，可运行，基于时间序列-Wind power forecasting process, and do Matlab can be run based on time series
ARIMA
- ARIMA 时间序列法预测未来一段时间的风速或者风电功率-wind prediction
Time-series-neural-network
- 运用神经网络与时间序列分析对风电功率进行预测的一个matlab程序。-Using neural network and time series analysis forecast wind power
windspeedsvm1
- 利用支持向量机进行风速的预测，从而被风力发电所利用，挺高风电功率预测的可靠性-Using support vector machines for wind speed prediction, which was exploited by wind power, wind power prediction pricey reliability
prediction-of-weather-data
- 用BP神经网络和rbf神经网络预测风电功率-BP neural network and rbf neural network forecasting wind power
gray-model
- 基于灰色模型的风电预测matlab程序,根据已有数据利用灰色模型预测未来的风电功率。-Wind power based on gray model prediction matlab program, based on the existing data using gray models to predict the future wind power.
MyBP-lxf
- 基于NWP数据和BP-人工神经网络的超短期风电功率预测-Based on NWP data and BP-ANN ultra short-term wind power prediction
ICA-wind-prediction
- 采用最先进的殖民竞争算法Imperialist competition algorithm优化BP神经网络的初始权值、阈值，进行风电功率预测，带数据和实例，ica为主程序-Using the most advanced colonial competitive algorithm Imperialist competition algorithm to optimize the initial weights of BP neural network, threshold, carry wind
polyfit-nihe
- 运用最小二乘法进行风电功率拟合，再使用它进行预测，含数据和实际案例-Using the least squares method to fit wind power, and then use it to predict, including data and actual cases
PSO-BP-wind-power
- 采用粒子群算法PSO优化BP神经网络，进行风电功率预测，含实际数据和案例-Particle swarm optimization PSO BP neural network for wind power prediction, including the actual data and case
ga-wind-prediction
- 运用GA遗传算法优化BP网络，对风电功率进行预测，含实际数据和案例。-GA genetic algorithm to optimize the use of BP network prediction for wind power, with actual data and case studies.
BP-wind-prediction
- 含NWP数值天气预报和不含NWP数值天气预报的BP神经网络预测风电功率两种方法进行比较，含数据，实际案例。-With and without NWP NWP Numerical Weather Prediction NWP BP neural network prediction of wind power are two methods were compared with the data, the actual case.
Wind-Correlation
- 风速相关性变换及风电功率的计算,方便用户实现快速相关变换-Correlation between wind speed and wind power conversion calculations, user-friendly rapid-related transform
matlab
- 用风电功率历史数据来对未来一段时间功率的数值进行预测，通过Matlab软件编程和Excel处理数据，用神经网络仿真预测法、灰度预测法、时间序列预测法通过历史数据所呈现出来的一些规律对某段时间的风电功率展开预测，预测之后对得到的数据进行误差分析，通过与一些标准的对比来确定预测方法的可靠程度-Using historical data to forecast wind power to the value to the future time power, by Matlab software pr
ssvmbaocun
- 支持向量机用于风电功率预测，误差在15 以内。-Support vector machines for wind power prediction
psosvm
- 基于粒子群优化的支持向量机风电功率预测，采用PSO对支持向量机算法进行优化。-Based on PSO support vector machine wind power prediction, using PSO support vector machine algorithm for optimization.
svm
- 风电功率预测，通过改进的支持向量机模式进行预测，(wind power prediction)
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 learning machine combination predicti
pso优化BP
- 使用pso优化神经网络，使风电功率预测达到更高的精度(a pso algorithm used to optmize bp neural network)