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A variance inflation factor and backward elimination based robust regression model for forecasting monthly electricity demand using climatic variables
Selection of appropriate climatic variables for prediction of electricity demand is critical as it
affects the accuracy of the prediction. Different climatic variables may have different impacts …
affects the accuracy of the prediction. Different climatic variables may have different impacts …
Prediction of domestic power peak demand and consumption using supervised machine learning with smart meter dataset
R Geetha, K Ramyadevi… - Multimedia Tools and …, 2021 - Springer
The prediction of electricity consumption is a vital foundation for smart energy management.
Since the consumption of power varies with different appliances, better forecasting of power …
Since the consumption of power varies with different appliances, better forecasting of power …
Impact of oil prices, economic diversification policies and energy conservation programs on the electricity and water demands in Kuwait
M Wood, OA Alsayegh - Energy Policy, 2014 - Elsevier
This paper describes the influences of oil revenue and government's policies toward
economic developments and energy efficiency on the electricity and water demands. A …
economic developments and energy efficiency on the electricity and water demands. A …
Application of artificial neural networks and fuzzy logic to long‐term load forecast considering the price elasticity of electricity demand
S Tondolo de Miranda, A Abaide… - … on Electrical Energy …, 2018 - Wiley Online Library
Over the past few decades, the behavior of electricity consumption has been changing,
especially because of improvements in the distributed generation segment and …
especially because of improvements in the distributed generation segment and …
[PDF][PDF] Forecast on 2030 Vietnam Electricity Consumption.
VHM Nguyen, KTP Nguyen, CV Vo… - … , Technology & Applied …, 2018 - academia.edu
The first but very significant step in electricity system planning is to make an accurate long-
term forecast on electricity consumption. This article aims to forecast the consumption for the …
term forecast on electricity consumption. This article aims to forecast the consumption for the …
[PDF][PDF] Short-term forecasting of electricity consumption using gaussian processes
W Al-Hawani, MS Pussewala Hewage - 2012 - uia.brage.unit.no
Forecasting of electricity consumption is considered as one of the most signi cant aspect of e
ective management of power systems. On a long term basis, it allows decision makers of a …
ective management of power systems. On a long term basis, it allows decision makers of a …
[PDF][PDF] Forecasting of electricity consumption and supply for Campus University using time series models
Electricity is an important energy source in university as lecture classes need electricity
supply to function. It is also important for the development of the university. Since electricity …
supply to function. It is also important for the development of the university. Since electricity …
Example Application of an Energy Management of Energy Resources in Industrial Facilities With Renewables
MS Potyka, P Schegner - IEEE EUROCON 2023-20th …, 2023 - ieeexplore.ieee.org
The increasing number of Distributed Energy Resources, energy storages and sector-
coupling devices requires mechanisms to manage the local energy utilization. Hereby the …
coupling devices requires mechanisms to manage the local energy utilization. Hereby the …
Urban Electricity Consumption Forecasts Under Abnormal Conditions
H Hu, L Ye, Y Luo, L Sha, Z Zhang… - 2023 IEEE 7th …, 2023 - ieeexplore.ieee.org
Due to the complexity and uncertainty of the power system, the scheduling and planning of
the power grid has brought corresponding difficulties. In this paper, a long-term electricity …
the power grid has brought corresponding difficulties. In this paper, a long-term electricity …
[PDF][PDF] Energy Strategy Reviews
Reliable and stable power system operation requires flexibility, in addition to capacity
adequacy. Traditional system components either have limited flexibility to suppress …
adequacy. Traditional system components either have limited flexibility to suppress …