Spatio-Temporal Data Analytics for Wind Energy Integration - Yang Lei
Spatio-Temporal Data Analytics for Wind Energy Integration - Yang Lei
AutorzyYang Lei
EAN: 9783319123202
Marka
Symbol
879HJM03527KS
Rok wydania
2014
Strony
90
Oprawa
Miekka
Format
15.6x23.4cm
Język
angielski

Bez ryzyka
14 dni na łatwy zwrot

Szeroki asortyment
ponad milion pozycji

Niskie ceny i rabaty
nawet do 50% każdego dnia
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Marka
Symbol
879HJM03527KS
Kod producenta
9783319123202
Rok wydania
2014
Strony
90
Oprawa
Miekka
Format
15.6x23.4cm
Język
angielski
Autorzy
Yang Lei

This SpringerBrief presents spatio-temporal data analytics for wind energy integration using stochastic modeling and optimization methods. It explores techniques for efficiently integrating renewable energy generation into bulk power grids. The operational challenges of wind, and its variability are carefully examined.
A spatio-temporal analysis approach enables the authors to develop Markov-chain-based short-term forecasts of wind farm power generation. To deal with the wind ramp dynamics, a support vector machine enhanced Markov model is introduced. The stochastic optimization of economic dispatch (ED) and interruptible load management are investigated as well.
Spatio-Temporal Data Analytics for Wind Energy Integration is valuable for researchers and professionals working towards renewable energy integration. Advanced-level students studying electrical, computer and energy engineering should also find the content useful.
EAN: 9783319123202
EAN: 9783319123202
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