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A centralized UFLS scheme using decision trees for small isolated power systems

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IIT-17-139A.pdf (779.2Kb)
Date
2017-10-01
Author
López Larrosa, David
Sigrist, Lukas
Estado
info:eu-repo/semantics/publishedVersion
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Abstract
 
 
This paper presents a centralized underfrequency load-shedding (UFLS) scheme using a decision tree to decide whether and how much load needs to be shed. UFLS schemes play an important role in protecting the integrity of small isolated power systems. Centralized UFLS schemes continuously measure and process critical system variables and act on the feeder breakers according to the system state. The decision determines the optimal amount of load to be shed by means of dichotomous tests applied to measured input variables related to the pre- and post-contingency state of the system. The applicability of the centralized UFLS scheme is shown for a Spanish small isolated power system.
 
URI
https:doi.org10.1109TLA.2017.8071232
A centralized UFLS scheme using decision trees for small isolated power systems
Tipo de Actividad
Artículos en revistas
ISSN
1548-0992
Materias/ categorías / ODS
Instituto de Investigación Tecnológica (IIT)
Palabras Clave

Frequency stability,underfrequency load shedding, clustering, decision trees
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