A Computational Framework for Uncertainty Quantification and Stochastic Optimization in Unit Commitment With Wind Power Generation

We present a computational framework for integrating a state-of-the-art numerical weather prediction (NWP) model in stochastic unit commitment/economic dispatch formulations that account for wind power uncertainty. We first enhance the NWP model with an ensemble-based uncertainty quantification stra...

Celý popis

Uložené v:

Podrobná bibliografia
Vydané v:	IEEE transactions on power systems Ročník 26; číslo 1; s. 431 - 441
Hlavní autori:	Constantinescu, E M, Zavala, V M, Rocklin, M, Sangmin Lee, Anitescu, M
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York IEEE 01.02.2011 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:	Closed-loop Computation Construction Distributed memory economic dispatch Economic forecasting Economics Mathematical models Power generation economics Power system modeling Power system simulation Predictive models Stochastic processes Stochasticity Uncertainty Unit commitment Weather forecasting wind Wind energy Wind power generation
ISSN:	0885-8950, 1558-0679
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!

Buďte prvý, kto okomentuje tento záznam!