Title :
Fast Adequacy Determination for Systems with Wind Power Generation
Author :
Miranda, Marcos S. ; Dunn, Rod W.
Author_Institution :
Dept. of Electr. Eng., Univ. of Bath
Abstract :
An alternative approach for fast calculation of adequacy indices for systems with distributed generation is proposed. This work focuses in particular on wind power generation, but the methodology can also be used for systems with other generation resources. The proposed approach is based on traditional Monte Carlo simulation techniques coupled with artificial neural networks. It can be particularly useful when a large number of scenarios is being considered, such as in operation or planning evaluation applications
Keywords :
Monte Carlo methods; neural nets; power generation planning; power system simulation; wind power plants; Monte Carlo simulation; adequacy assessment; distributed generation; generation resources; neural networks; wind power generation; Artificial neural networks; Distributed control; Power generation; Power system analysis computing; Power system planning; Power system reliability; Power system security; Power system simulation; Wind energy generation; Wind power generation; Adequacy assessment; Monte Carlo simulation; distributed generation; neural networks; reliability; wind power;
Conference_Titel :
Transmission and Distribution Conference and Exhibition: Asia and Pacific, 2005 IEEE/PES
Conference_Location :
Dalian
Print_ISBN :
0-7803-9114-4
DOI :
10.1109/TDC.2005.1547147
