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Wind Energy Forecasting - By Using Artificial Neural Network - Genetic Algorithm

Name: Wind Energy Forecasting - By Using Artificial Neural Network - Genetic Algorithm
Brand: VDM Verlag
SKU: 9783639112979
Price: 211.69 PLN
Availability: InStock

Autor: Mohan Kolhe

Język:

Oprawa: Miękka

Wydawca: VDM Verlag

Dostępność: Dostępna u dostawcy

Wysyłamy za 9-15 dni

211.69 zł

As wind is an intermittent generation resource and§weather changes can cause large and rapid changes...

Informacje o książce

Autor

Mohan Kolhe

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2009

strony

EAN

9783639112979

ISBN

3639112970

Enbook ID

06820185

Wydawca

VDM Verlag

Waga

106

Wymiary

153 x 220 x 4

Pełny opis

As wind is an intermittent generation resource and§weather changes can cause large and rapid changes in§output, system operators will need accurate and§robust wind energy forecasting systems in the future.§Rapid changes of wind generation relative to load§require rapid dispatching of generation and§transmission resources to balance generation versus§load, regulate voltage and frequency, and maintain§system performance within the limits established by§National Grid. Wind energy forecasts can help the§energy network operator to anticipate rapid changes§of wind energy generation versus load and to make the§decisions. The study has been done for ANN and also§with the combination of ANN and GA for short term§wind power forecasting of wind power plants. The§performance of these developed forecasting models§have been tested and analyzed with wind power data§available from the operational records of wind power§plants. The results show that the combination of ANN§and GA model does wind power output forecasting very§well except during the gust. This forecasting model§can also be implemented in different time-scales,§which will help wind energy trading in the open§electricity markets.