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- Data assimilation (DA) is a method of combining observation data with model forecast data in order to more accurately predict the state of a system. One of its most common uses is in numerical weather prediction (NWP). In NWP, we have observati
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- Application of Neural Networks in Wind Power (Generation) Prediction
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
wind-power-prediction-
- 这是基于matlab的风功率预测模型及程序，与大家一起分享！-This is a matlab-based wind power prediction models and procedures, and to share with everyone!
WIND
- wind speed prediction using ANN with input data
A-hybrid-PSO-ANFIS-approach-for-short-term-wind-p
- A hybrid PSO-ANFIS approach for short-term wind power prediction in Portugal_rep
windspeedsvm1-
- matlab的svm神经网络文件，可用于风速预测，能够生成预测图-the rbf neural network matlab files, can be used for wind prediction, to generate prediction chart
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
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
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
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-yuce
- 有关电力发电中风速预测的matlab源代码，能直接使用-Wind speed prediction matlab code that can be used directly
neural-network-prediction
- BP神经网络预测风电场功率，利用BP神经网络对风电场未来48小时内的功率进行预测-Wind power prediction for wind farm with BP neural network
rvm-wind-power-forecast
- 相关向量机用于风电场功率预测和各种大数据分类问题，单变量输出-Relevance vector machine for a wind farm power prediction and a variety of large data classification problem, univariate output
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 pr
BP-wind-prediction
- bp神经网络和数值天气预报用于预测风速或者风电功率-BP neural network and NWP to forecasting the wind speed or wind power forecasting
PSO-BP-wind-power
- 此文档为pso优化的BP神经网络预测风电场出力的代码-pso-bp wind power prediction
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 -------------------------------------------------------------------------------- --------------------------