Wind speed forecasting approach based on Singular Spectrum Analysis and Adaptive Neuro Fuzzy Inference System
Author:
Publisher
Elsevier BV
Subject
Renewable Energy, Sustainability and the Environment
Reference27 articles.
1. Wind energy prediction and monitoring with neural computation;Kramer;Neurocomputing,2013
2. Support vector machines in engineering: an overview;Salcedo-Sanz;Wiley Interdiscip. Rev. Data Min. Knowl. Discov.,2014
3. Machine learning ensembles for wind power prediction;Heinermann;Renew. Energy,2016
4. A robust combination approach for short-term wind speed forecasting and analysis – Combination of the ARIMA (Autoregressive Integrated Moving Average), ELM (Extreme Learning Machine), SVM (Support Vector Machine) and LSSVM (Least Square SVM) forecasts using a GPR (Gaussian Process Regression) model
5. A novel bidirectional mechanism based on time series model for wind power forecasting;Zhao;Appl. Energy,2016
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