C. Sigauke and D. Chikobvu, Peak electricity demand forecasting using time series regression models: An application to South African data, Journal of Statistics and Management Systems, Vol. 19 (2016), pp. 567-586.Sigauke, C.; Chikobvu, D. Peak electricity demand forecasting using time ...
To do that we provide a structural framework for peak and off-peak electricity demand, where households are assumed to have Stone-Geary utility functions with subsistence levels for electricity demand that varies within the day, and that depends on household characteristics and temperature. As an ...
Constituting peak demand: Load, flexibility and household practices From a socio-technical perspective, network ‘load’ is not only a physical phenomenon measured in voltage but is also a social one, representing the aggregation, at different scales, of the multiple ways in which electricity is us...
This study presents a new strategy using cluster analysis, Cubist regression models and Particle Swarm Optimization to forecast next-day total electricity usage and peak electricity demand of a building portfolio. Cluster analysis with a combined dissimilarity measure was first used to group daily electr...
electricity demand forecast; peak electricity; residual learning; long short-term memory; building electricity MSC: 68T071. Introduction It is important to accurately forecast the electricity demand of consumers at all times based on the building’s electricity tariff structure to reduce their demand ...
Section “The Algerian peak electricity demand time series” presents the Algerian peak electricity demand time series. Section “Proposed daily peak load forecasting methodology” describes the proposed estimation method. Section “Results and discussion” provides and explains forecasting results. Finally,...
Electricity DemandElectricity SectorPeak DemandDemand Side ManagementBackground Availability of reliable energy supply plays a critical role in the social, economic, and cultural transformation of society. The Uganda electricity sector has suffered long standing supply......
This paper examines the impact of adoption of power factor correction technology on electricity peak demand in Uganda. Specifically, the paper examines the variability of peak electricity demand in the periods before and after the implementation of power factor improvement schemes and assesses the likely...
battery charging load be contained during system off-peak hours without affecting the peak demand, thus utilizing the low cost electricity for charging EV... GB Shrestha,SG Ang - International Power Engineering Conference 被引量: 39发表: 2008年 The agricultural demand for electricity in the united...
2 Additionally, there is a big peak in electricity consumption at the beginning of the distribution in South Africa, which can be explained by current public policies that provide free electricity up to a certain threshold to poor households, something that is also not part of our modeling ...