AC Dynamic Transmission Expansion Planning Using Memetic Algorithms

Carlos A. Luna; Martin S. Carangui; Santiago P. Torres; Jose Jara-Alvear; Ximena P. Gavela; Lorena Siguenza-Guzman; Daniela Ballari; Ana F. Zurita

doi:10.1109/ISGT-LA56058.2023.10328269

AC Dynamic Transmission Expansion Planning Using Memetic Algorithms

Carlos A. Luna (Primer Autor)
, Martin S. Carangui
, Santiago P. Torres
, Jose Jara-Alvear
, Ximena P. Gavela
, Lorena Siguenza-Guzman
, Daniela Ballari
, Ana F. Zurita (Último Autor)

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

1 Cita (Scopus)

Resumen

The objective of Dynamic Transmission Expansion Planning (DTEP) is to determine which, where, and when electric infrastructure should be added to a power system within a planning horizon. Adding new components to the system aims to meet future demand and efficiency parameters such as service quality, reliability, and economy. Few research works aim to solve the DTEP problem using the AC network model. In this research work, a solution method using Memetic Algorithms (MA) is proposed. The solution method solves the DTEP problem by combining population-based solution techniques and local search. The full non-convex AC model is used to deal with the DTEP problem. The proposed algorithm combines the Particle Swarm Optimization (PSO) metaheuristic with the Hill Climbing local search technique and it is evaluated using the Garver system.

Idioma original	Inglés
Título de la publicación alojada	2023 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT-LA 2023
Editorial	Institute of Electrical and Electronics Engineers Inc.
Páginas	510-514
Número de páginas	5
ISBN (versión digital)	9798350336962
DOI	https://doi.org/10.1109/ISGT-LA56058.2023.10328269
Estado	Publicada - 2023
Evento	2023 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT-LA 2023 - San Juan, Estados Unidos Duración: 6 nov. 2023 → 9 nov. 2023

Serie de la publicación

Nombre	2023 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT-LA 2023

Conferencia

Conferencia	2023 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT-LA 2023
País/Territorio	Estados Unidos
Ciudad	San Juan
Período	6/11/23 → 9/11/23

ODS de las Naciones Unidas

Este resultado contribuye a los siguientes Objetivos de Desarrollo Sostenible

Acceder al documento

10.1109/ISGT-LA56058.2023.10328269

Otros archivos y enlaces

Enlace a la publicación en Scopus

Planeamiento Holistico De La Expansión Del Sistema Eléctrico De Transmisión Considerando Nuevas Tecnologías E Incertidumbre
Torres Contreras, S. P. (Director), Jara Alvear, J. E. (Investigador) & Torres Rodríguez, M. A. (Investigador)
2/01/23 → 1/01/24
Proyecto: Investigación
Solindustrias: Solar Process Heat In Cuenca
Montero Izquierdo, I. A. (Director), Pelaez Samaniego, M. R. (Co-Director), Carrion Chamba, W. O. (Personal Tecnico Asimilado) & Murillo Torres, W. A. (Personal Tecnico Asimilado)
1/06/22 → 31/12/23
Proyecto: Investigación

Citar esto

Luna, C. A., Carangui, M. S., Torres, S. P., Jara-Alvear, J., Gavela, X. P., Siguenza-Guzman, L., Ballari, D., & Zurita, A. F. (2023). AC Dynamic Transmission Expansion Planning Using Memetic Algorithms. En 2023 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT-LA 2023 (pp. 510-514). (2023 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT-LA 2023). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISGT-LA56058.2023.10328269

Luna, Carlos A. ; Carangui, Martin S. ; Torres, Santiago P. et al. / AC Dynamic Transmission Expansion Planning Using Memetic Algorithms. 2023 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT-LA 2023. Institute of Electrical and Electronics Engineers Inc., 2023. pp. 510-514 (2023 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT-LA 2023).

@inproceedings{f4fa0f2a05f443d7bed5d105e86d73fd,

title = "AC Dynamic Transmission Expansion Planning Using Memetic Algorithms",

abstract = "The objective of Dynamic Transmission Expansion Planning (DTEP) is to determine which, where, and when electric infrastructure should be added to a power system within a planning horizon. Adding new components to the system aims to meet future demand and efficiency parameters such as service quality, reliability, and economy. Few research works aim to solve the DTEP problem using the AC network model. In this research work, a solution method using Memetic Algorithms (MA) is proposed. The solution method solves the DTEP problem by combining population-based solution techniques and local search. The full non-convex AC model is used to deal with the DTEP problem. The proposed algorithm combines the Particle Swarm Optimization (PSO) metaheuristic with the Hill Climbing local search technique and it is evaluated using the Garver system.",

keywords = "AC Model, Dynamic Transmission Expansion Planning, Hill Climbing, Memetic Algorithm, Optimization, Particle Swarm Optimization (PSO), Renewable Energy",

author = "Luna, \{Carlos A.\} and Carangui, \{Martin S.\} and Torres, \{Santiago P.\} and Jose Jara-Alvear and Gavela, \{Ximena P.\} and Lorena Siguenza-Guzman and Daniela Ballari and Zurita, \{Ana F.\}",

note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 2023 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT-LA 2023 ; Conference date: 06-11-2023 Through 09-11-2023",

year = "2023",

doi = "10.1109/ISGT-LA56058.2023.10328269",

language = "Ingl{\'e}s",

series = "2023 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT-LA 2023",

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Luna, CA, Carangui, MS, Torres, SP, Jara-Alvear, J, Gavela, XP, Siguenza-Guzman, L, Ballari, D & Zurita, AF 2023, AC Dynamic Transmission Expansion Planning Using Memetic Algorithms. En 2023 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT-LA 2023. 2023 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT-LA 2023, Institute of Electrical and Electronics Engineers Inc., pp. 510-514, 2023 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT-LA 2023, San Juan, Estados Unidos, 6/11/23. https://doi.org/10.1109/ISGT-LA56058.2023.10328269

AC Dynamic Transmission Expansion Planning Using Memetic Algorithms. / Luna, Carlos A. (Primer Autor); Carangui, Martin S.; Torres, Santiago P. et al.
2023 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT-LA 2023. Institute of Electrical and Electronics Engineers Inc., 2023. p. 510-514 (2023 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT-LA 2023).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

TY - GEN

T1 - AC Dynamic Transmission Expansion Planning Using Memetic Algorithms

AU - Luna, Carlos A.

AU - Carangui, Martin S.

AU - Torres, Santiago P.

AU - Jara-Alvear, Jose

AU - Gavela, Ximena P.

AU - Siguenza-Guzman, Lorena

AU - Ballari, Daniela

AU - Zurita, Ana F.

PY - 2023

Y1 - 2023

N2 - The objective of Dynamic Transmission Expansion Planning (DTEP) is to determine which, where, and when electric infrastructure should be added to a power system within a planning horizon. Adding new components to the system aims to meet future demand and efficiency parameters such as service quality, reliability, and economy. Few research works aim to solve the DTEP problem using the AC network model. In this research work, a solution method using Memetic Algorithms (MA) is proposed. The solution method solves the DTEP problem by combining population-based solution techniques and local search. The full non-convex AC model is used to deal with the DTEP problem. The proposed algorithm combines the Particle Swarm Optimization (PSO) metaheuristic with the Hill Climbing local search technique and it is evaluated using the Garver system.

AB - The objective of Dynamic Transmission Expansion Planning (DTEP) is to determine which, where, and when electric infrastructure should be added to a power system within a planning horizon. Adding new components to the system aims to meet future demand and efficiency parameters such as service quality, reliability, and economy. Few research works aim to solve the DTEP problem using the AC network model. In this research work, a solution method using Memetic Algorithms (MA) is proposed. The solution method solves the DTEP problem by combining population-based solution techniques and local search. The full non-convex AC model is used to deal with the DTEP problem. The proposed algorithm combines the Particle Swarm Optimization (PSO) metaheuristic with the Hill Climbing local search technique and it is evaluated using the Garver system.

KW - AC Model

KW - Dynamic Transmission Expansion Planning

KW - Hill Climbing

KW - Memetic Algorithm

KW - Optimization

KW - Particle Swarm Optimization (PSO)

KW - Renewable Energy

UR - https://www.scopus.com/pages/publications/85180009125

U2 - 10.1109/ISGT-LA56058.2023.10328269

DO - 10.1109/ISGT-LA56058.2023.10328269

M3 - Contribución a la conferencia

AN - SCOPUS:85180009125

T3 - 2023 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT-LA 2023

SP - 510

EP - 514

BT - 2023 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT-LA 2023

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2023 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT-LA 2023

Y2 - 6 November 2023 through 9 November 2023

ER -

Luna CA, Carangui MS, Torres SP, Jara-Alvear J, Gavela XP, Siguenza-Guzman L et al. AC Dynamic Transmission Expansion Planning Using Memetic Algorithms. En 2023 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT-LA 2023. Institute of Electrical and Electronics Engineers Inc. 2023. p. 510-514. (2023 IEEE PES Innovative Smart Grid Technologies Latin America, ISGT-LA 2023). doi: 10.1109/ISGT-LA56058.2023.10328269

AC Dynamic Transmission Expansion Planning Using Memetic Algorithms

Resumen

Serie de la publicación

Conferencia

ODS de las Naciones Unidas

Acceder al documento

Otros archivos y enlaces

Huella

Proyectos

Planeamiento Holistico De La Expansión Del Sistema Eléctrico De Transmisión Considerando Nuevas Tecnologías E Incertidumbre

Solindustrias: Solar Process Heat In Cuenca

Citar esto