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Towards energy smart homesalgorithms...

Amayri, Manar.

Towards energy smart homesalgorithms, technologies, and applications /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Towards energy smart homesedited by Stephane Ploix, Manar Amayri, Nizar Bouguila.
其他題名:	algorithms, technologies, and applications /
其他作者:	Ploix, Stephane.
出版者:	Cham :Springer International Publishing :2021.
面頁冊數:	xvi, 620 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Information Systems Applications (incl. Internet)
電子資源:	https://doi.org/10.1007/978-3-030-76477-7
ISBN:	9783030764777$q(electronic bk.)

Towards energy smart homesalgorithms, technologies, and applications /
Towards energy smart homesalgorithms, technologies, and applications /[electronic resource] :edited by Stephane Ploix, Manar Amayri, Nizar Bouguila. - Cham :Springer International Publishing :2021. - xvi, 620 p. :ill., digital ;24 cm.

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$q(electronic bk.)

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

530743
Information Systems Applications (incl. Internet)

LC Class. No.: TJ163.5.B84 / T68 2021

Dewey Class. No.: 696

Towards energy smart homesalgorithms, technologies, and applications /
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505 0 $a 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.
520 $a 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.
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