Solar Radiation Intensity Probabilistic Forecasting Based on K-Means Time Series Clustering and Gaussian Process Regression.
Zhendong ZhangChao WangXiaosheng PengHui QinHao LvJialong FuHongyu WangPublished in: IEEE Access (2021)
Keyphrases
- gaussian process regression
- solar radiation
- k means
- prediction model
- gaussian processes
- covariance function
- gaussian process
- clustering algorithm
- arima model
- bayesian networks
- air temperature
- short term
- generative model
- support vector regression
- expectation maximization
- hybrid model
- neural network
- long term
- upper bound
- relative humidity
- short term prediction