A Differential Evolution Approach for Reduced Order Frequency Response Models Identification

Goycoolea, Jose Fernandez; Quiroz, Juan; Villalobos-Cid, Manuel; Inostroza-Ponta, Mario; Chavez, Hector

Abstract

Reduced order frequency response models have been used as an alternative to simulate the behavior of the electrical system during limited time intervals corresponding to contingencies of the system. This paper presents four model alternatives of this kind and a proposed methodology for their parameter identification. Specifically, the differential evolution algorithm is considered and tested experimentally over data from the Chilean electrical network. Emphasis of the study is placed on the proposed methodology's implementation aspects, advantages, and potential problems. © 2023 IEEE.

Más información

Título según SCOPUS: A Differential Evolution Approach for Reduced Order Frequency Response Models Identification
Título de la Revista: Proceedings - IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, ChileCon
Editorial: Institute of Electrical and Electronics Engineers Inc.
Fecha de publicación: 2023
Idioma: English
DOI:

10.1109/CHILECON60335.2023.10418722

Notas: SCOPUS