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Data Issues in Spatial Electric Load Forecasting
(Ieee, 2014-01-01)
The magnitude and geographic location of electricity demand in the planning horizon are vital pieces of information for power distribution companies in planning future network expansion and operation. Such information is ...
Grid-based simulation method for spatial electric load forecasting using power-law distribution with fractal exponent
(2016-06-01)
A grid-based simulation method to forecast the spatial growth of load density in a distribution utility service zone is presented. The future load density is simulated considering a city's dynamic growth. A power-law ...
Data issues in spatial electric load forecasting
(2014-01-01)
The magnitude and geographic location of electricity demand in the planning horizon are vital pieces of information for power distribution companies in planning future network expansion and operation. Such information is ...
A local search algorithm to allocate loads predicted by spatial load forecasting studies
(2017-05-01)
In recent years, spatial load forecasting studies have helped to direct the expansion of the distribution systems in cities with rapid urban growth, providing maps that showing the spatial distribution of expected load. ...
Data issues in spatial electric load forecasting
(Ieee, 2015)
Data issues in spatial electric load forecasting
(Ieee, 2015)
Estimation of a preference map of new consumers for spatial load forecasting simulation methods using a spatial analysis of points
(Elsevier B.V., 2015-05-01)
The paper presents a spatial analysis of points especially suited to estimate a preference map for new consumers, which is then used as an analytical tool in spatial electric load forecasting. This approach is an exploratory ...
Determining spatial resolution in spatial load forecasting using a grid-based model
(Elsevier B.V., 2014-06-01)
This paper presents a grid-based model that aims to find a suitable spatial resolution to improve visualization and inference of the results of spatial load forecasting for feeders and/or distribution transformers. This ...
Spatial Pattern Recognition of Urban Sprawl Using a Geographically Weighted Regression for Spatial Electric Load Forecasting
(Ieee, 2015-01-01)
Distribution utilities must perform forecasts in spatial manner to determine the locations that could increase their electric demand. In general, these forecasts are made in the urban area, without regard to the preferences ...