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An adaptive fuzzy combination model based on self-organizing map and support vector regression for electric load forecasting

Che, Jinxing; Wang, Jianzhou; Wang, Guangfu - In: Energy 37 (2012) 1, pp. 657-664

Electric load forecasting is an important task in the daily operations of a power utility associated with energy transfer scheduling, unit commitment and load dispatch. Inspired by the various non-linearity of electric load data and the strong learning capacity of support vector regression (SVR)...

Persistent link: https://www.econbiz.de/10010808176

Short-term electricity prices forecasting based on support vector regression and Auto-regressive integrated moving average modeling

Che, Jinxing; Wang, Jianzhou - In: Energy conversion and management : ECM 51 (2010) 10, pp. 1911-1918

Persistent link: https://www.econbiz.de/10008417962