Data Mining and Machine Learning in Building Energy Analysis: Towards High Performance Computing (Iste) - Image 1

£102.00

Wiley Data Mining and Machine Learning in Building Energy Analysis: Towards High Performance Computing (Iste)

Name: Data Mining and Machine Learning in Building Energy Analysis: Towards High Performance Computing (Iste)
Brand: Wiley
Price: 102.0 GBP
Availability: InStock

black & white illustrations

Sustainability & Green Design

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Description

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.

Product Specifications

Brand: Wiley
Model: black & white illustrations
Format: hardcover
ASIN: 1848214227
Category: Books > Subjects > Arts & Photography > Architecture > Design > Sustainability & Green Design
Domain: Amazon UK
Release Date: 04 August 2016
Listed Since: 04 October 2012

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Wiley Data Mining and Machine Learning in Building Energy Analysis: Towards High Performance Computing (Iste)

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