Household power consumption pattern modeling through a single power sensor
Sign Up to like & getrecommendations! Published in 2020 at "Renewable Energy"
DOI: 10.1016/j.renene.2020.03.118
Abstract: Abstract Increasing concerns about energy shortage and environmental pollution revealed the necessity to fully use the limited electric power. For this purpose, a lot of researches have focus on establishing household power consumption model. Currently,… read more here.
Keywords: power consumption; power; model; household power ... See more keywords
Household Energy Consumption Prediction Using the Stationary Wavelet Transform and Transformers
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3140818
Abstract: In this paper, we present a new method for forecasting power consumption. Household power consumption prediction is essential to manage and plan energy utilization. This study proposes a new technique using machine learning models based… read more here.
Keywords: consumption prediction; power consumption; consumption; household power ... See more keywords