Machine learning-integrated IoT-based smart home energy management system
M Syamala, CR Komala, PV Pramila… - … of Research on Deep …, 2023 - igi-global.com
The internet of things (IoT) is an important data source for data science technology,
providing easy trends and patterns identification, enhanced automation, constant …
providing easy trends and patterns identification, enhanced automation, constant …
Time-series based prediction for energy consumption of smart home data using hybrid convolution-recurrent neural network
N Bhoj, RS Bhadoria - Telematics and Informatics, 2022 - Elsevier
The rapid increase in technological development has led to the rise in usage of IoT devices
for monitoring Electrical Energy Consumption. As countries around the world are committing …
for monitoring Electrical Energy Consumption. As countries around the world are committing …
[HTML][HTML] Development of an IoT-based big data platform for day-ahead prediction of building heating and cooling demands
The emerging technologies of the Internet of Things (IoT) and big data can be utilised to
derive knowledge and support applications for energy-efficient buildings. Effective prediction …
derive knowledge and support applications for energy-efficient buildings. Effective prediction …
Prediction of thermal energy inside smart homes using IoT and classifier ensemble techniques
H Xu, Y He, X Sun, J He, Q Xu - Computer Communications, 2020 - Elsevier
Abstract Development of models based on the Internet of Things (IoT) for household
framework leads to the establishment of smart appliances more and more for improving the …
framework leads to the establishment of smart appliances more and more for improving the …
A machine-learning ensemble model for predicting energy consumption in smart homes
Smart homes incorporate several devices that automate tasks and make our lives easy.
These devices can be useful for many things, like security access, lighting, temperature, etc …
These devices can be useful for many things, like security access, lighting, temperature, etc …
The design of a novel smart home control system using smart grid based on edge and cloud computing
H Albataineh, M Nijim… - 2020 IEEE 8th …, 2020 - ieeexplore.ieee.org
The Internet of Things (IoT) has transpired as a fascinating technology for smart cities, smart
homes, and smart grids by using a vast amount of IoT data. A smart grid is one of the core …
homes, and smart grids by using a vast amount of IoT data. A smart grid is one of the core …
Energy management solutions in the Internet of Things applications: Technical analysis and new research directions
D Wang, D Zhong, A Souri - Cognitive Systems Research, 2021 - Elsevier
By advancement of Internet of Things (IoT) technology in smart life such as smart city, smart
home, smart healthcare and smart transportation, interconnections between smart things are …
home, smart healthcare and smart transportation, interconnections between smart things are …
Household-level energy forecasting in smart buildings using a novel hybrid deep learning model
Forecasting of energy consumption in Smart Buildings (SB) and using the extracted
information to plan and operate power generation are crucial elements of the Smart Grid …
information to plan and operate power generation are crucial elements of the Smart Grid …
Evolutionary deep learning-based energy consumption prediction for buildings
Today's energy resources are closer to consumers due to sustainable energy and advanced
technology. To that end, ensuring a precise prediction of energy consumption at the …
technology. To that end, ensuring a precise prediction of energy consumption at the …
A smart home energy management system using IoT and big data analytics approach
Increasing cost and demand of energy has led many organizations to find smart ways for
monitoring, controlling and saving energy. A smart Energy Management System (EMS) can …
monitoring, controlling and saving energy. A smart Energy Management System (EMS) can …