Data Mining and Machine Learning in Building Energy Analysis

Magoules, Frederic; Zhao, Hai-xiang

ISBN 10: 1848214227 / ISBN 13: 9781848214224

Edité par Wiley-ISTE, 2016

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Unread book in perfect condition. N° de réf. du vendeur 18866711

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Titre : Data Mining and Machine Learning in Building...

Éditeur : Wiley-ISTE

Date d'édition : 2016

Reliure : Couverture rigide

Etat : As New

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Présentation de l'éditeur:

Focusing on up–to–date artificial intelligence models to solve building energy problems, Artificial Intelligence for Building Energy Analysis reviews recently developed models for solving these issues, including detailed and simplified engineering methods, statistical methods, and artificial intelligence methods. The text also simulates energy consumption profiles for single and multiple buildings. Based on these datasets, Support Vector Machine (SVM) models are trained and tested to do the prediction. Suitable for novice, intermediate, and advanced readers, this is a vital resource for building designers, engineers, and students.