Data Mining and Machine Learning in Building Energy Analysis
(2016)
Nonfiction
eBook
Details
PUBLISHED
[United States] : Wiley, 2016
Made available through hoopla
Made available through hoopla
DESCRIPTION
1 online resource
ISBN/ISSN
9781118577592 MWT18104126, 1118577590 18104126
LANGUAGE
English
NOTES
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
Mode of access: World Wide Web