Forecasting Short-term Electricity Demand in Residential Sector Based on Support Vector Regression and Fuzzy-rough Feature Selection with Particle Swarm Optimization
Author:
Publisher
Elsevier BV
Subject
Applied Mathematics
Reference49 articles.
1. Modelling changes to electricity demand load duration curves as a consequence of predicted climate change for Australia;Thatcher;Energy,2007
2. V. Shrivastava, R.B. Misra, A novel approach of input variable selection for ANN based load forecasting, Proc. Joint Int. Conf. on Power System Technology and IEEE Power India Conf., IEEE, New Delhi, India, 2008, pp. 1-5.
3. Modeling and prediction of Turkey's electricity consumption using artificial neural networks;Kavaklioglu;Energy Conversion and Management,2009
4. Short-term and midterm load forecasting using a bilevel optimization model;Mao;IEEE Transactions on Power Systems,2009
5. A trend fixed on firstly and seasonal adjustment model combined with the ɛ–SVR for short-term forecasting of electricity demand;Wang;Energy Policy,2009
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