Optimizing the Generator Start-up Sequence After a Power System Blackout
Created by W.Langdon from
gp-bibliography.bib Revision:1.7970
- @InProceedings{sh-ka-br-14a,
-
author = "Cong Shen and Paul Kaufmann and Martin Braun",
-
title = "Optimizing the Generator Start-up Sequence After a
Power System Blackout",
-
booktitle = "2014 IEEE PES General Meeting | Conference
Exposition",
-
year = "2014",
-
keywords = "genetic algorithms, genetic programming, network
Restoration, Generator Start-Up Sequence, VIKOR
Algorithm, Analytic Hierarchy Process (AHP),
Performance Index",
-
ISSN = "1932-5517",
-
DOI = "doi:10.1109/PESGM.2014.6938799",
-
size = "5 page",
-
abstract = "The restoration process of a power system after a
blackout consists of three phases, namely starting up
the generators, re-energizing the network, and picking
the loads. The generator start-up sequence is pivotal
for the total restoration time and the following
restoration steps. In this paper, a novel algorithm for
optimizing a generator start-up sequence is proposed.
Based on the VIKOR method, which is a multi-objective
approach, the proposed algorithm is not only able to
improve the start-up time and reliability of a
generator start-up sequence, but can also handle
auxiliary optimization criteria with priorities that
change during the start-up. Such criteria are, for
instance, the importance of the power increasing rate,
reliability and surrounding topologies of generators.
The efficiency of the proposed method is evaluated in
two tests. In the first test exhaustive search is used
to compute optimal solutions. In the second and larger
test NSGA-II is used to approximate the Pareto
frontier. For both tests the proposed algorithm
approximates the reference results while being
computationally very efficient. This makes it suitable
for online decision making where a new startup sequence
has to be computed in a few seconds or minutes.",
-
notes = "Also known as \cite{6938799}",
- }
Genetic Programming entries for
Cong Shen
Paul Kaufmann
Martin Braun
Citations