A MOPSO method for Direct Load Control in Smart Grid
Authored by Jose Evora, Hernandez Jose Juan, Mario Hernandez
Date Published: 2015
DOI: 10.1016/j.eswa.2015.05.056
Sponsors:
European Union
Agencia Canaria de Investigación Innovación y Sociedad de la información (ACIISI)
Platforms:
No platforms listed
Model Documentation:
Other Narrative
Mathematical description
Model Code URLs:
Model code not found
Abstract
In recent years, power grids have been evolving to decentralised
production and control. Direct Load Control (DLC) methods are oriented
to manage loads on the demand side. A DLC method based on
Multi-Objective Particle Swarm Optimisation (MOPSO) algorithm is
described. This method sets up the operation of the appliances when a
power restriction must be accomplished. Since the method must operate in
real-time, the calculations are distributed. The operation of appliances
is obtained by dividing the power restriction among neighbourhoods and
calculating multiple local optimisations. The method has been
experimentally evaluated through simulations. (C) 2015 Elsevier Ltd. All
rights reserved.
Tags
Management
algorithms
Optimization
renewable energy