Short-Term PV Output Forecasting Approach Based on Deep Learning and Singular Spectrum Analysis.
Xingtong PanXiaoyang WangMiaolin YangYixiang DengBinyang WangYunlin SunPublished in: ICIC (LNAI 2) (2024)
Keyphrases
- short term
- deep learning
- long term
- singular spectrum analysis
- forecasting model
- support vector regression
- unsupervised learning
- load forecasting
- stock market
- short term and long term
- medium term
- change point detection
- machine learning
- complex valued
- arima model
- mental models
- weakly supervised
- data preprocessing
- wind speed
- wind power
- neural network
- short term prediction
- forecasting accuracy
- dimensionality reduction
- feature selection