Towards energy smart homes : algorithms, technologies, and applications

Towards energy smart homes : algorithms, technologies, and applications / Stephane Ploix, Manar Amayri, Nizar Bouguila, editors.

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...

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Bibliographic Details
Other Authors: Ploix, Stephane (Editor), Amayri, Manar (Editor), Bouguila, Nizar (Editor)
Format: Electronic eBook
Language:English
Published: Cham, Switzerland : Springer, 2021.
Subjects:
Buildings > Energy conservation.
Home automation.
Buildings > Energy conservation
Home automation
Online Access:Click for online access
Table of Contents:
  • 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.

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