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)
Solís et al. / Planificación Óptima de Alimentadores Primarios en Redes de Distribución Subterráneas
implementación de una red subterránea. Esto se debe a
que optimiza la cantidad de estos elementos, los cuales
tienen un costo elevado, que representa un porcentaje
significativo dentro del valor total del proyecto de
soterramiento.
Con una planificación de la topología y las
protecciones eléctricas de la red, además del empleo de
equipos y materiales adecuados para el medio ambiente
bajo el cual opera una red eléctrica subterránea de
distribución, se mejora notablemente la calidad del
servicio técnico (confiabilidad) y se reduce las pérdidas
técnicas de energía; consiguiendo así, volver atractivo el
desarrollo de proyectos de soterramiento eléctrico en
nuestro medio.
REFERENCIAS BIBLIOGRÁFICAS
[1] Institute of Electrical and Electronics Engineers
IEEE, National Electrical Safety Code, NESC, New
York, USA, Ed. 2017.
[2] T. Short, Electric Power Distribution Handbook, 2nd
ed. Boca Raton, Florida: CRC Press Taylor &
Francis Group, 2014.
[3] H. Lee Willis, Power Distribution Planning
Reference Book, 2ed Edition, New York. USA:
Marcel Dekker, Inc., 2004.
[4] T. Cormen, C. Leiserson, R. Rivest, and C. Stein,
Introduction to Algorithms, 3ra ed. Cambridge,
Massachusetts: MIT Press, 2009
[5] C. Papadimitriou and K. Steiglitz, Combinatorial
Optimization: Algorithms and Complexity, 2nd ed.
Mineola, NY: Dover Publications Inc., 1992.
[6] L. Fattouh, O. Karam, M. A. El Sharkawy, and W.
Khaled, Clustering for network planning, Wseas
Trans. Comput., vol. 2, no. 1, pp. 197–202, 2003.
[7] L. Kaufman and P. Rousseeuw, Finding Groups in
Data, An Introduction to Cluster Analysis, 1ra ed.
Hoboken, New Jersey. USA: John Wiley I & Sons,
Inc, 1990.
[8] M. Dorigo and L. M. Gambardella, Ant Colony
System: a cooperative learning approach to the
traveling salesman problem, IEEE Trans Evol
Comput, vol. 1, no. 1, pp. 53–66, 1997.
[9] CONELEC, Resolución No. 025/11 Estimación
referencial del CENS en Ecuador. Quito, Ecuador,
2011.
[10] R. E. Brown, Electric Power Distribution Reliability,
2nd ed. Boca Raton, Florida: CRC Press Taylor &
Francis Group, 2009.
[11] C. Solís y H. Arcos, Planificación Óptima de Redes
Eléctricas Subterráneas en Zonas Urbanas
Consolidadas, ECUACIER XXXIII SNSE, Ambato,
Ecuador 2018.
Carlos Solís Intriago.- Nació en
Ambato, Ecuador, en 1972. Sus
estudios superiores los efectuó en la
Escuela Politécnica Nacional
obteniendo los títulos de Ingeniero
Eléctrico en 2000, y de Magister en
Ingeniería Eléctrica en
Distribución en 2018. Su carrera
profesional se ha desarrollado en la Empresa Eléctrica
Ambato RCN S.A., en la cual se ha desempeñado en
diversas áreas como: Planificación, Operación,
Mantenimiento, Diseño y Construcción de Redes
Eléctricas de Distribución. Actualmente ocupa la jefatura
de la Sección de Redes Subterráneas en la EEASA. Sus
campos de interés son: Planificación técnica de Sistemas
Eléctricos de Distribución, Elaboración de Modelos de
Optimización matemática de Sistemas de Potencia,
Implementación de herramientas de Inteligencia
Artificial en la Planificación y Diseño de Sistemas de
Distribución, entre otros.
Hugo Arcos Martínez.- Nació en
Quito, Ecuador, en 1972. Recibió el
título de Ingeniero Eléctrico en la
Escuela Politécnica Nacional en
1998, y el de Doctor en Ingeniería
Eléctrica en la Universidad
Nacional de San Juan en 2003. Ha
desarrollado su carrera profesional
en diversas instituciones del Sector Eléctrico Ecuatoriano
y actualmente se desempeña como Coordinador de la
Carrera de Ingeniería Eléctrica de la Escuela Politécnica
Nacional. Sus áreas de interés son: Modelación en
Sistemas Eléctricos de Potencia, Estudios de Transitorios
Electromagnéticos y Electromecánicos, Redes
Inteligentes, Energías Renovables, Confiabilidad de
SEP, Planificación de Sistemas de Potencia, entre otras.