Household lifestyle play a significant role in appliance consumption. The overall effects are
that, it can be a determining factor in the healthy functioning of the household appliance or …

Electricity is the lifeline of almost everything in this 21st century. Residential electricity
consumption has seen an increase both locally and globally. Therefore, it has become a …

Home energy systems (HESs) face challenges, including high energy costs, peak load
impact, and reliability issues associated with grid connections. To address these challenges …

Accurate forecasting of residential electricity consumption plays an important role in
formulating energy plans and ensuring the safety of power system operations. In order to …

The project aims to develop an Energy management system (EMS) that can adapt to
changes in the building's environment and optimize energy consumption without the need …

Background: Electricity consumption prediction plays an important role in conservation,
development, and future planning. Accurate prediction model has various field applications …

Purpose Power management in households has become the periodic issue for electric
suppliers and household occupants. The number of electronic appliances is increasing day …

Energy is considered the most costly and scarce resource, and demand for it is increasing
daily. Globally, a significant amount of energy is consumed in residential buildings, ie, 30 …

Smart power forecasting enables energy conservation and resource planning. Power
estimation through previous utility bills is being replaced with machine intelligence. In this …

In this paper, new statistical features based approach (SFBA) for hourly energy consumption
prediction using Multi-Layer Perceptron is presented. The model consists of four stages …