國立高雄大學圖資館 |

Language: English

Back

Towards energy smart homesalgorithms...

Amayri, Manar.

Towards energy smart homesalgorithms, technologies, and applications /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Towards energy smart homesedited by Stephane Ploix, Manar Amayri, Nizar Bouguila.
Reminder of title:	algorithms, technologies, and applications /
other author:	Ploix, Stephane.
Published:	Cham :Springer International Publishing :2021.
Description:	xvi, 620 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Information Systems Applications (incl. Internet)
Online resource:	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 /
LDR:02653nmm 22003255a 4500 001 613983
003 DE-He213
005 20211111065125.0
006 m d
007 cr nn 008maaau
008 220627s2021 sz s 0 eng d
020 $a 9783030764777$q(electronic bk.)
020 $a 9783030764760$q(paper)
024 7 $a 10.1007/978-3-030-76477-7 $2 doi
035 $a 978-3-030-76477-7
040 $a GP $c GP
041 0 $a eng
050 4 $a TJ163.5.B84 $b T68 2021
072 7 $a TJK $2 bicssc
072 7 $a TEC041000 $2 bisacsh
072 7 $a TJK $2 thema
082 0 4 $a 696 $2 23
090 $a TJ163.5.B84 $b T737 2021
245 0 0 $a Towards energy smart homes $h [electronic resource] : $b algorithms, technologies, and applications / $c edited by Stephane Ploix, Manar Amayri, Nizar Bouguila.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2021.
300 $a xvi, 620 p. : $b ill., digital ; $c 24 cm.
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.
650 2 4 $a Information Systems Applications (incl. Internet) $3 530743
650 2 4 $a Electronics and Microelectronics, Instrumentation. $3 274412
650 2 4 $a User Interfaces and Human Computer Interaction. $3 274517
650 2 4 $a Signal, Image and Speech Processing. $3 273768
650 0 $a Buildings $x Energy conservation. $3 190333
650 0 $a Home automation. $3 238173
650 1 4 $a Communications Engineering, Networks. $3 273745
650 2 4 $a Cyber-physical systems, IoT. $3 836359
700 1 $a Ploix, Stephane. $3 912062
700 1 $a Amayri, Manar. $3 912063
700 1 $a Bouguila, Nizar. $3 727908
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
856 4 0 $u https://doi.org/10.1007/978-3-030-76477-7
950 $a Engineering (SpringerNature-11647)