Towards Energy Smart Homes: Algorithms, Technologies, and Applications

Ploix, Stephane; Amayri, Manar; Bouguila, Nizar

This book exemplifies how smart buildings have a crucial role to play for the future of energy. The book investigates what already exists in regards to technologies, approaches and solutions both with a scientific and technological point of view. The authors cover solutions for mirroring and tracing human activities, optimal strategies to configure home settings, and generating explanations and persuasive dashboards to get occupants better committed in their home energy managements. Solutions are adapted from the fields of Internet of Things, physical modeling, optimization, machine learning and applied artificial intelligence. Practical applications are given throughout.

Details

Published by: Springer

Publication Date: 2022-11-13

Format: Paperback

ISBN-13: 9783030764791

DOI: 10.1007/978-3-030-76477-7

Dimensions: 235.0cm x155.0cm

Pages: 620.0