Overview: A simulation based metaheuristic optimization approach to optimal power dispatch related to a smart electric grid

Stephan Hutterer, Franz Auinger, Michael Affenzeller, Gerald Steinmauerer

Publikation: Beitrag in Buch/Bericht/TagungsbandKonferenzbeitrag

8 Zitate (Scopus)

Abstract

The implementation of intelligent power grids, in form of smart grids, introduces new challenges to the optimal dispatch of power. Thus, optimization problems need to be solved that become more and more complex in terms of multiple objectives and an increasing number of control parameters. In this paper, a simulation based optimization approach is introduced that uses metaheuristic algorithms for minimizing several objective functions according to operational constraints of the electric power system. The main idea is the application of simulation for computing the fitness- values subject to the solution generated by a metaheuristic optimization algorithm. Concerning the satisfaction of constraints, the central concept is the use of a penalty function as a measure of violation of constraints, which is added to the cost function and thus minimized simultaneously. The corresponding optimization problem is specified with respect to the emerging requirements of future smart electric grids.

OriginalspracheEnglisch
TitelLife System Modeling and Intelligent Computing (LNCS 6329)
Herausgeber (Verlag)Springer
Seiten368-378
Seitenumfang11
Band6329 LNCS
AuflagePART 2
DOIs
PublikationsstatusVeröffentlicht - 2010
VeranstaltungInternational Conference on Intelligent Computing for Sustainable Energy and Environment - Wuxi, China
Dauer: 17 Sep. 201020 Sep. 2010

Publikationsreihe

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Herausgeber (Verlag)Springer Verlag
ISSN (Print)0302-9743

Konferenz

KonferenzInternational Conference on Intelligent Computing for Sustainable Energy and Environment
Land/GebietChina
OrtWuxi
Zeitraum17.09.201020.09.2010

Fingerprint

Untersuchen Sie die Forschungsthemen von „Overview: A simulation based metaheuristic optimization approach to optimal power dispatch related to a smart electric grid“. Zusammen bilden sie einen einzigartigen Fingerprint.

Zitieren