A variance inflation factor and backward elimination based robust regression model for forecasting monthly electricity demand using climatic variables

DH Vu, KM Muttaqi, AP Agalgaonkar - Applied Energy, 2015 - Elsevier
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 …

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 …

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 …

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 …

[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 …

[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 …

[PDF][PDF] Forecasting of electricity consumption and supply for Campus University using time series models

R Mansor, BJ Zaini, CS Yee - Int. J. Supply Chain Manag, 2019 - core.ac.uk
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 …

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 …

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 …

[PDF][PDF] Energy Strategy Reviews

NK Das, J Chakrabartty, M Dey, AKS Gupta, MA Matin - 2020 - academia.edu
Reliable and stable power system operation requires flexibility, in addition to capacity
adequacy. Traditional system components either have limited flexibility to suppress …