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A Cellular Automaton Approach to Spatial Electric Load Forecasting
(Institute of Electrical and Electronics Engineers (IEEE), 2011-05-01)
A method for spatial electric load forecasting using a reduced set of data is presented. The method uses a cellular automata model for the spatiotemporal allocation of new loads in the service zone. The density of electrical ...
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 ...
Planning of secondary distribution circuits through evolutionary algorithms
(2005-01-01)
In this work, the planning of secondary distribution circuits is approached as a mixed integer nonlinear programming problem (MINLP). In order to solve this problem, a dedicated evolutionary algorithm (EA) is proposed. ...
Spatial electric load forecasting using an evolutionary heuristic
(Sociedade Brasileira de Automática, 2010-08-01)
A method for spatial electric load forecasting using elements from evolutionary algorithms is presented. The method uses concepts from knowledge extraction algorithms and linguistic rules' representation to characterize ...
Multi-Agent Simulation of Urban Social Dynamics for Spatial Load Forecasting
(Institute of Electrical and Electronics Engineers (IEEE), 2012-11-01)
A multi-agent system for spatial electric load forecasting, especially suited to simulating the different social dynamics involved in distribution systems, is presented. This approach improves the spatial forecasting ...
Load modeling at electric power distribution substations using dynamic load parameters estimation
(Elsevier Sci LtdOxfordInglaterra, 2004)
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. ...
An Efficient Stochastic Reconfiguration Model for Distribution Systems With Uncertain Loads
(2022-01-01)
Active power losses of distribution systems are higher than transmission ones, in which these losses affect the distribution operational costs directly. One of the efficient and effective methods for power losses reduction ...
Multiobjective short-term planning of electric power distribution systems using NSGA-II
(2013-06-01)
This paper presents a mixed integer nonlinear programming multiobjective model for short-term planning of distribution networks that considers in an integrated manner the following planning activities: allocation of capacitor ...
Spatial-temporal simulation to estimate the load demand of battery electric vehicles charging in small residential areas
(2014-01-01)
This paper presents a spatial-temporal approach for estimating the load demand of battery electric vehicles (BEV) charging in small residential areas. This approach is especially suited for simulating the driving pattern ...