Load forecasting for energy communities: A novel LSTM-XGBoost hybrid model based on smart meter data
L Semmelmann, S Henni, C Weinhardt - Energy Informatics, 2022 - Springer
Accurate day-ahead load forecasting is an important task in smart energy communities, as it
enables improved energy management and operation of flexibilities. Smart meter data from …
enables improved energy management and operation of flexibilities. Smart meter data from …
The forecasting of electrical energy consumption in Morocco with an autoregressive integrated moving average approach
M Jamii, M Maaroufi - Mathematical Problems in Engineering, 2021 - Wiley Online Library
The national demand for primary energy has experienced an average increase of almost 5%
in recent years, driven by the growth in electricity consumption, which grew by an average of …
in recent years, driven by the growth in electricity consumption, which grew by an average of …
Forecasting the energy consumption in Afghanistan with the ARIMA model
A Mitkov, N Noorzad… - … 16th conference on …, 2019 - ieeexplore.ieee.org
The forecasting of the energy demand has a crucial role in the long-term development of the
electrical network and power management. In this study, the energy consumption in the …
electrical network and power management. In this study, the energy consumption in the …
Comparison of hot water draw models integrated within a statistical physically-based model for electrical demand of domestic water heater
Modelling of electrical consumption has been used to assist utilities for short and long term
planning of electrical production. More recently, electrical consumption modelling has been …
planning of electrical production. More recently, electrical consumption modelling has been …
Data preprocessing for load forecasting using artificial neural network
RSF Ferraz, RSF Ferraz, LFS Azeredo… - Simpósio Brasileiro de …, 2020 - sba.org.br
An accurate demand forecasting is essential for planning the electric dispatch in power
system, contributing financially to electricity companies and helping in the security and …
system, contributing financially to electricity companies and helping in the security and …
Hybrid ARIMA-deep belief network model using PSO for stock price prediction
SS Ahmed, M Kankar, N Naik… - International Journal of …, 2022 - inderscienceonline.com
Forecast analysis is in very high demand in many fields for improving sales and operation
planning in various industries and enterprises. So, accuracy is a significant factor in …
planning in various industries and enterprises. So, accuracy is a significant factor in …