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Towards Energy Smart Homes = Algorithms, Technologies, and Applications /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Towards Energy Smart Homes/ edited by Stephane Ploix, Manar Amayri, Nizar Bouguila.
其他題名:	Algorithms, Technologies, and Applications /
其他作者:	Bouguila, Nizar.
面頁冊數:	XVI, 620 p. 331 illus., 292 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Signal, Image and Speech Processing. -
電子資源:	https://doi.org/10.1007/978-3-030-76477-7
ISBN:	9783030764777

Towards Energy Smart Homes = Algorithms, Technologies, and Applications /
Towards Energy Smart HomesAlgorithms, Technologies, and Applications /[electronic resource] :edited by Stephane Ploix, Manar Amayri, Nizar Bouguila. - 1st ed. 2021. - XVI, 620 p. 331 illus., 292 illus. in color.online resource.

Introduction -- Smart grids, districts and energy smart homes -- Urban modeling and analytics in a smart context -- What kind of technologies for Smart-Homes -- Services for energy smart home -- Modeling and calibration for energy management in smart-places -- Machine Learning: a fundamental tool for smart-places -- Estimate building system state -- Disaggregate loads to analyze human behavior predicting energy demand -- Determine the best actions -- Generate explanation -- Human machine interface (HMI) -- Diagnose appliance and sensor faults but also misbehavior -- Tools for Energy Management system -- Conclusion.

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: -Presents both theory and application on economic and social perspective of energy smart-homes; -Covers topics from smart grids and urban energetics to smart meters and Internet of Things; -Written by researchers from various communities including economy, building physics, control, artificial intelligence and informatics.

ISBN: 9783030764777

Standard No.: 10.1007/978-3-030-76477-7doiSubjects--Topical Terms:

670837
Signal, Image and Speech Processing.

LC Class. No.: TK1-9971

Dewey Class. No.: 621.382

Towards Energy Smart Homes = Algorithms, Technologies, and Applications /
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