Advanced data analytics for power systems

Experts in data analytics and power engineering present techniques addressing the needs of modern power systems, covering theory and applications related to power system reliability, efficiency, and security. With topics spanning large-scale and distributed optimization, statistical learning, big da...

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Weitere Verfasser: Perlaza, Samir M., Poor, H. Vincent, Tajer, Ali
Format: E-Book
Sprache:English
Veröffentlicht: Cambridge Cambridge University Press 2021
Online-Zugang:Volltext
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Beschreibung
Zusammenfassung:Experts in data analytics and power engineering present techniques addressing the needs of modern power systems, covering theory and applications related to power system reliability, efficiency, and security. With topics spanning large-scale and distributed optimization, statistical learning, big data analytics, graph theory, and game theory, this is an essential resource for graduate students and researchers in academia and industry with backgrounds in power systems engineering, applied mathematics, and computer science.
Beschreibung:1 Online-Ressource (xxii, 557 Seiten)
ISBN:9781108859806
DOI:10.1017/9781108859806