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Intelligent Data Mining and Analysis in Power and Energy Systems
Hoofdkenmerken
Auteur: Zita Vale, Tiago Pinto, Michael Negnevitsky, Ganesh Kumar Venayagamoorthy
Titel: Intelligent Data Mining and Analysis in Power and Energy Systems
Uitgever: Wiley Professional Development (P&T)
ISBN: 9781119834045
ISBN boekversie: 9781119834021
Editie: 1
Prijs: € 139.07
Verschijningsdatum: 02-12-2022
Inhoudelijke kenmerken
Categorie: Electrical
Taal: English
Imprint: Wiley-IEEE Press
Technische kenmerken
Verschijningsvorm: E-book
 

Inhoudsopgave:

\u003cb\u003eIntelligent Data Mining and Analysis in Power and Energy Systems\u003c/b\u003e \u003cp\u003e\u003cb\u003eA hands-on and current review of data mining and analysis and their applications to power and energy systems\u003c/b\u003e \u003cp\u003eIn \u003ci\u003eIntelligent Data Mining and Analysis in Power and Energy Systems: Models and Applications for Smarter Efficient Power Systems\u003c/i\u003e, the editors assemble a team of distinguished engineers to deliver a practical and incisive review of cutting-edge information on data mining and intelligent data analysis models as they relate to power and energy systems. You\u0026#8217;ll find accessible descriptions of state-of-the-art advances in intelligent data mining and analysis and see how they drive innovation and evolution in the development of new technologies. \u003cp\u003eThe book combines perspectives from authors distributed around the world with expertise gained in academia and industry. It facilitates review work and identification of critical points in the research and offers insightful commentary on likely future developments in the field. It also provides: \u003cul\u003e\u003cli\u003e A thorough introduction to data mining and analysis, including the foundations of data preparation and a review of various analysis models and methods\u003c/li\u003e \u003cli\u003e In-depth explorations of clustering, classification, and forecasting\u003c/li\u003e \u003cli\u003e Intensive discussions of machine learning applications in power and energy systems\u003c/li\u003e\u003c/ul\u003e \u003cp\u003ePerfect for power and energy systems designers, planners, operators, and consultants, \u003ci\u003eIntelligent Data Mining and Analysis in Power and Energy Systems\u003c/i\u003e will also earn a place in the libraries of software developers, researchers, and students with an interest in data mining and analysis problems.
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