Net load forecasting in presence of renewable power curtailment

Fonte, Pedro M; Monteiro, Cláudio; Barbosa, Fernando Maciel

http://hdl.handle.net/10400.21/6890

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Authors

Fonte, Pedro M

Monteiro, Cláudio

Barbosa, Fernando Maciel

Abstract(s)

This paper analyzes a real case study based on na islanding power grid, where there is wind power curtailment during the grid operation. This curtailment skews the wind power production database creating a huge challenge to the overall power production forecast. Thus, it is presented a solution which has allowed more accurate forecasts in order to improve the renewable production and reduce the fuel consumption in thermal power plants. The proposed filtering approach demonstrated to be a good solution allowing wind power forecasts with less error and net load forecasts with more accuracy.

Keywords

Kernel Density Estimator Power curtailment, Power forecasting

URI

http://hdl.handle.net/10400.21/6890

Citation

FONTE, P. M.; MONTEIRO, Cláudio; BARBOSA, Fernando Maciel – Net load forecasting in presence of renewable power curtailment. In 2nd International Conference on Higher Education Advances, HEAd’16. Valência: IEEE, 2016. ISBN . 978-1-5090-1299-2.