Artificial Intelligence for Building Energy Analysis : Towards High Performance Computing
Language: English
Published by John Wiley & Sons Jul 2016, 2016
Series: Book 2 of 2 - Iste
- Hardcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
US$ 269.95
Quantity: 2 available
Add to basketItem description from seller
Seller Inventory # 9781848214224
- Title
- Artificial Intelligence for Building Energy Analysis : Towards High Performance Computing
- Author
- Hai-Xiang Zhao
- Publisher
- John Wiley & Sons Jul 2016
- Publication year
- 2016
- Condition
- Neu
- Binding
- Buch
- Language
- English
- ISBN 10
- 1848214227
- ISBN 13
- 9781848214224
- Item weight
- 451 grams
- Dimensions
- 240x161x15 mm
- Series
- Book 2 of 2: Iste
The energy consumption of a building has, in recent years, become a determining factor during its design and construction. With carbon footprints being a growing issue, it is important that buildings be optimized for energy conservation and CO2 reduction. This book therefore presents AI models and optimization techniques related to this application.
The authors start with a review of recent models for the prediction of building energy consumption: engineering methods, statistical methods, artificial intelligence methods, ANNs and SVMs in particular. The book then focuses on SVMs, by first applying them to building energy consumption, then presenting the principles and various extensions, and SVR. The authors then move on to RDP, which they use to determine building energy faults through simulation experiments before presenting SVR model reduction methods and the benefits of parallel computing. The book then closes by presenting some of the current research and advancements in the field.
"Synopsis" may belong to another edition of this title.
About the Author
Frédéric Magoulès is Professor at the Ecole Centrale Paris in France and Honorary Professor at the University of Pècs in Hungary. His research focuses on parallel computing, numerical linear algebra and machine learning.
Hai-Xiang Zhao is Senior Researcher at Amadeus in France. His research focuses on parallel computing, data mining and machine learning.
"About the title" may belong to another edition of this title.
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