DocumentCode
3116172
Title
Comparison of metaheuristic algorithms for simulation based OPF computation
Author
Hutterer, S. ; Auinger, F. ; Affenzeller, M.
Author_Institution
Upper Austria Univ. of Appl. Sci., Wels, Austria
fYear
2011
fDate
18-20 April 2011
Firstpage
42373
Lastpage
42464
Abstract
Electric power grid operation being an ever challenging scientific field is faced with a high variety of optimization problems. Since the future vision of so called smart grids causes higher complexity and new requirements to these problems, sophisticated investigation in suitable optimization algorithms is essential. Here, metaheuristic optimization strategies are proven to be suitable for high dimensional multimodal problems, and are capable of computing good solutions for hard problems in reasonable time. Therefore, a simulation- based optimization approach is introduced forming a highly applicable framework for testing the suitability of metaheuristic algorithms to practical optimization problems in power grid operation. Different algorithms will be experimentally compared to each other based on Optimal Power Flow computation to the standardized IEEE 30-Bus testcase.
Keywords
optimisation; power generation dispatch; smart power grids; IEEE 30-bus testcase; OPF computation; electric power grid operation; metaheuristic algorithms; multimodal problems; optimal power flow computation; smart grids; unit commitment; Adaptation model; Analytical models; Computational modeling; Equations; Gallium; Genetics; Mathematical model;
fLanguage
English
Publisher
ieee
Conference_Titel
Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems (EuroSimE), 2011 12th International Conference on
Conference_Location
Linz
Print_ISBN
978-1-4577-0107-8
Type
conf
DOI
10.1109/ESIME.2011.5765775
Filename
5765775
Link To Document