Grey Wolf Optimization-Based CNN-LSTM Network for the Prediction of Energy Consumption in Smart Home Environment

Grey Wolf Optimization-Based CNN-LSTM Network for the Prediction of Energy Consumption in Smart Home Environment

In smart homes, the management of energy is gaining huge significance among researchers in recent times. This paper presents a system for predicting power utilization and scheduling household appliances in smart homes. The system utilizes a combination of Grey Wolf optimization (GWO), Convolutional...

Full description

Bibliographic Details
Main Authors: Tarana Singh, Arun Solanki, Sanjay Kumar Sharma, N. Z. Jhanjhi, Rania M. Ghoniem
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Smart homes
energy management
grey wolf optimization
convolutional neural network
long short-term memory
Internet of Things
Online Access:https://ieeexplore.ieee.org/document/10238710/

Internet

https://ieeexplore.ieee.org/document/10238710/

Similar Items