HEMS-IoT: A Big Data and Machine Learning-Based Smart Home System for Energy Saving

Energy efficiency has aroused great interest in research worldwide, because energy consumption has increased in recent years, especially in the residential sector. The advances in energy conversion, along with new forms of communication, and information technologies have paved the way for what is no...

Full description

Bibliographic Details
Published in:	Energies
Main Authors:	Isaac Machorro-Cano, Giner Alor-Hernández, Mario Andrés Paredes-Valverde, Lisbeth Rodríguez-Mazahua, José Luis Sánchez-Cervantes, José Oscar Olmedo-Aguirre
Format:	Article
Language:	English
Published:	MDPI AG 2020-03-01
Subjects:	domotic energy saving iot machine learning monitoring
Online Access:	https://www.mdpi.com/1996-1073/13/5/1097

Similar Items

Discovery of Resident Behavior Patterns Using Machine Learning Techniques and IoT Paradigm
by: Josimar Reyes-Campos, et al.
Published: (2021-01-01)

SCM-IoT: An Aproach for Internet of Things Services Integration and Coordination
by: Isaac Machorro-Cano, et al.
Published: (2022-03-01)

Tips for Buildings Energy Saving: Results of Some Research
by: Roberto Sebastiano Faranda, et al.
Published: (2023-01-01)

PISIoT: A Machine Learning and IoT-Based Smart Health Platform for Overweight and Obesity Control
by: Isaac Machorro-Cano, et al.
Published: (2019-07-01)

Differential mobile robot for domotic assistance service
by: Andrés Felipe Forero-García, et al.
Published: (2019-07-01)

DOMOTICS Aplicability and home automation systems
by: César Luiz de Azevedo Dias, et al.
Published: (2010-05-01)

Automatización del laboratorio de ingeniería electrónica G-204 de la ECI a través de una red inmótica
by: Hernán Paz Penagos, et al.
Published: (2006-09-01)

Remote Healthcare for Elderly People Using Wearables: A Review
by: José Oscar Olmedo-Aguirre, et al.
Published: (2022-01-01)

« La madame de la voiture ne veut rien comprendre »
by: François Perea

Decision-Tree-Based Horizontal Fragmentation Method for Data Warehouses
by: Nidia Rodríguez-Mazahua, et al.
Published: (2022-10-01)

Medical Opinions Analysis about the Decrease of Autopsies Using Emerging Pattern Mining
by: Isaac Machorro-Cano, et al.
Published: (2023-12-01)

Cloud-Based Platforms for Health Monitoring: A Review
by: Isaac Machorro-Cano, et al.
Published: (2023-12-01)

Neurophysiological Correlates of User Experience in Smart Home Systems (SHSs): First Evidence From Electroencephalography and Autonomic Measures
by: Laura Angioletti, et al.
Published: (2020-03-01)

Intelligent energy saving measurement method and realization of power grid based on IoT
by: Dapin ZHANG, et al.
Published: (2019-03-01)

Intelligent energy saving measurement method and realization of power grid based on IoT
by: Dapin ZHANG, et al.
Published: (2019-03-01)

Application of Dynamic Fragmentation Methods in Multimedia Databases: A Review
by: Felipe Castro-Medina, et al.
Published: (2020-11-01)

FunBlocks. A Modular Framework for AmI System Development
by: Alfredo Piero Mateos Papis, et al.
Published: (2012-07-01)

The PRO‐HOME Project. A multicomponent intervention for the protected discharge from the hospital of multimorbid and polytreated older individuals by using innovative technologies: A pilot study
by: Alberto Pilotto, et al.
Published: (2024-02-01)

Exo-structures and domotic algorithms for dynamic architecture
by: Samuel Aguilar Posadas, et al.
Published: (2025-10-01)

Smart Sensorization Using Propositional Dynamic Logic
by: Salvador Merino, et al.
Published: (2022-05-01)

Prediction-Based Energy Saving Mechanism in 3GPP NB-IoT Networks
by: Jinseong Lee, et al.
Published: (2017-09-01)

An energy saving big data platform scheme
by: Gang XIA, et al.
Published: (2018-07-01)

The Challenge for Energy Saving in Smart Homes: Exploring the Interest for IoT Devices Acquisition in Romania
by: Adrian Micu, et al.
Published: (2021-11-01)

A Novel Resource-Saving and Traceable Tea Production and Supply Chain Based on Blockchain and IoT
by: Xiaofeng Xu, et al.
Published: (2023-01-01)

Innovative Strategies for Thermal Energy Optimization and Renewable Energy Integration in Net-Zero-Energy Buildings: A Comprehensive Review
by: Samia Hamdane, et al.
Published: (2024-11-01)

Green IoT: sustainability environment and technologies
by: Belma Memić, et al.
Published: (2022-04-01)

IoT BASED SMART BUILDING MONITORING SYSTEM
by: Saša Salapura
Published: (2019-05-01)

PREDOMOS study, impact of a social intervention program for socially isolated elderly cancer patients: update to the study protocol for a randomized controlled trial
by: Anne-Laure Couderc, et al.
Published: (2019-01-01)

HOUSEHOLD SAVINGS AS A SOURCE OF INVESTMENT RESOURCES IN UKRAINE
by: E. Nosova
Published: (2015-03-01)

SAVINGS OF THE ROMANIAN HOUSEHOLDS – RECENT ASPECTS IN THE CONTEXT OF THE WORLD FINANCIAL CRISIS
by: Constanţa MIHĂESCU, et al.
Published: (2012-01-01)

Conceptual approaches to definition of the category «management сitizens’ savings»
by: Yu. V. Indychenko
Published: (2018-12-01)

Understanding savings behavior in Armenia: A descriptive analysis
by: Robert Mesrob DerMesrobian
Published: (2024-04-01)

Smart homes, smarter living: home automation with IoT
by: Lu Fan
Published: (2023-06-01)

STATE BENEFIT - INCENTIVE FOR SAVINGS AND INVESTMENTS
by: CLAUDIA ISAC, et al.
Published: (2015-12-01)

Factors affecting saving behavior of generation Z in Batam city
by: Dewi Marheni, et al.
Published: (2024-04-01)

Reducing Energy Consumption in the Workplace via IoT-Allowed Behavioural Change Interventions
by: Alfonso P. Ramallo-González, et al.
Published: (2022-05-01)

Household Saving in Crisis – Literature Review
by: Anna Korzeniowska
Published: (2023-11-01)

Savings, but not as a strategy
by: Lošonc Alpar, et al.
Published: (2016-01-01)

Savings in Central Europe
by: Oprișan Oana, et al.
Published: (2018-01-01)

Sustainability Assessment of Savings System in Russia
by: V. V. Litvin, et al.
Published: (2020-08-01)