Integración óptima de generadores fotovoltaicos y compensadores estáticos de potencia reactiva en sistemas de distribución para minimizar costos operativos anuales aplicando un algoritmo de distribución exponencial
dc.contributor.advisor | Montoya Giraldo, Oscar Danilo | |
dc.contributor.author | Peñaloza Benavides , Diana Carolina | |
dc.contributor.author | Sánchez Álvarez, Gersson Iván | |
dc.contributor.orcid | Montoya Giraldo, Oscar Danilo [0000-0001-6051-4925] | |
dc.date.accessioned | 2025-04-30T22:07:55Z | |
dc.date.available | 2025-04-30T22:07:55Z | |
dc.date.created | 2024-12-04 | |
dc.description | Este documento presenta una metodología metaheurística para abordar el problema de integración óptima de generadores fotovoltaicos y compensadores estáticos de potencia reactiva en sistemas de distribución. El objetivo es minimizar los costos operativos anuales asociados a la inversión, operación y mantenimiento de estos sistemas, lo cual contribuye indirectamente a mejorar los perfiles de tensión y reducir las pérdidas de energía. La metodología se estructura bajo un enfoque de optimización líder-seguidor, en el cual el algoritmo de distribución exponencial actúa como líder, generando soluciones potenciales, mientras que la evaluación del flujo de potencia mediante aproximaciones sucesivas desempeña el rol de seguidor, verificando el cumplimiento de los parámetros eléctricos de las soluciones propuestas. La metodología propuesta fue probada en dos sistemas de prueba de 33 y 69 nodos, simulando diferentes escenarios que incluyen la integración separada y simultánea de dispositivos PV y D-STATCOM. Los resultados indican que la integración conjunta de ambas tecnologías reduce significativamente los costos operativos en comparación con su implementación independiente, logrando reducciones de alrededor del 35,54\% y 35,66\% en el valor final de la función objetivo respecto al caso de referencia. Además, al comparar esta investigación con el estudio base, se verificó que la metodología propuesta es eficiente para minimizar los costos de inversión y operación, mejorando la eficiencia del sistema y garantizando un suministro más confiable. Todas las pruebas computacionales se realizaron en el entorno de programación MATLAB (versión 2024a) utilizando nuestros propios scripts. | |
dc.description.abstract | This research presents a metaheuristic methodology to address the problem of optimal integration of photovoltaic generators and static reactive power compensators in distribution systems. The objective is to minimize the annual operating costs associated with the investment, operation and maintenance of these systems, which indirectly contributes to improve voltage profiles and reduce energy losses. The methodology is structured under a leader-follower optimization approach, in which the exponential distribution algorithm acts as a leader, generating potential solutions, while the evaluation of the power flow through successive approximations plays the role of follower, verifying compliance with the electrical parameters of the proposed solutions. The proposed methodology was tested in two test systems of 33 and 69 nodes, simulating different scenarios that include the separate and simultaneous integration of PV and D-STATCOM devices. The results indicate that the joint integration of both technologies significantly reduces operating costs compared to their independent implementation, achieving reductions of about 35.54\% and 35.66\% in the final value of the objective function with respect to the reference case. Furthermore, by comparing this research with the baseline study, it was verified that the proposed methodology is efficient in minimizing investment and operating costs, improving system efficiency and ensuring a more reliable supply. All computational tests were performed in the MATLAB programming environment (version 2024a) using our own scripts. | |
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dc.identifier.uri | http://hdl.handle.net/11349/95174 | |
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dc.rights.acceso | Abierto (Texto Completo) | |
dc.rights.accessrights | OpenAccess | |
dc.subject | Optimizador de distribución exponencial | |
dc.subject | Generadores fotovoltaicos | |
dc.subject | Compensadores estáticos de potencia reactiva | |
dc.subject | Sistemas de distribución de energía eléctrica | |
dc.subject | Metodología líder seguidor | |
dc.subject.keyword | Exponential distribution optimizer | |
dc.subject.keyword | Photovoltaic generators | |
dc.subject.keyword | Static reactive power compensators | |
dc.subject.keyword | Electrical power distribution systems | |
dc.subject.keyword | Leader follower methodology | |
dc.subject.lemb | Ingeniería Eléctrica -- Tesis y disertaciones académicas | |
dc.subject.lemb | Energía solar | |
dc.subject.lemb | Generación de energía fotovoltaica -- Costos | |
dc.subject.lemb | Pérdidas eléctricas | |
dc.title | Integración óptima de generadores fotovoltaicos y compensadores estáticos de potencia reactiva en sistemas de distribución para minimizar costos operativos anuales aplicando un algoritmo de distribución exponencial | |
dc.title.titleenglish | Optimal integration of photovoltaic generators and static reactive power compensators in distribution systems to minimize annual operating costs using an exponential distribution algorithm | |
dc.type | bachelorThesis | |
dc.type.degree | Investigación-Innovación |
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