Descargas de libros electrónicos gratis para iPod Touch Data Mining and Machine Learning in Building Energy Analysis: Towards High Performance Computing FB2 ePub CHM

Data Mining and Machine Learning in Building Energy Analysis: Towards High Performance Computing

Data Mining and Machine Learning in Building Energy Analysis: Towards High Performance Computing

by Frederic Magoules, Hai-Xiang Zhao

Editorial: Wiley
ISBN: 9781848214224
Número de páginas: 186
Formatos: pdf, ePub, mobi, fb2
Tamaño de archivo: 5 Mb
Fecha de publicación: 2020-10-26
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Descripción

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.