Security-state estimation of electrical power systems: a methodological proposal

Security assessment techniques are a tool that allows the operational personnel of electrical systems to categorize operating conditions in different labels. Nowadays, the large size of power grids and the operating conditions close to their operating limits require efficient, safe and fast procedur...

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Autores:
Sanz, Fredy A.
Collazos, Carlos A.
Ruiz, Iván
Meléndez Pertuz, Farid Alexander
Tipo de recurso:
http://purl.org/coar/resource_type/c_f744
Fecha de publicación:
2019
Institución:
Corporación Universidad de la Costa
Repositorio:
REDICUC - Repositorio CUC
Idioma:
eng
OAI Identifier:
oai:repositorio.cuc.edu.co:11323/5248
Acceso en línea:
http://hdl.handle.net/11323/5248
https://repositorio.cuc.edu.co/
Palabra clave:
Power system security
Power system stability
Smart grids
State estimation
Seguridad del sistema de energía
Estabilidad del sistema de potencia
Redes inteligentes
Estimación del estado
Rights
openAccess
License
CC0 1.0 Universal
Description
Summary:Security assessment techniques are a tool that allows the operational personnel of electrical systems to categorize operating conditions in different labels. Nowadays, the large size of power grids and the operating conditions close to their operating limits require efficient, safe and fast procedures to assess the overall grid security, being one of the challenges posed by smart grids conception. In this paper, a supervised learning approach that allows to integrate all the concepts of safety of the electrical network: voltage, angle, frequency, etc., to give an overall assessment of the system in terms of security which may be applied according to the regulations and geographical contexts of each country.