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http://hdl.handle.net/2183/33733 Asignación estacionaria de consignas óptimas en parques eólicos
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Martínez-Gutiérrez, Samuel
Sarabia, Daniel
Merino, Alejandro
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Martínez-Gutiérrez, S., Sarabia, D., Merino, A. 2023. Asignación estacionaria de consignas óptimas en parques eólicos. XLIV Jornadas de Automática, 417-422. https://doi.org/10.17979/spudc.9788497498609.417
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Abstract
[Resumen] En este artículo se plantea y resuelve un problema multiobjetivo para asignar de manera estacionaria los puntos de consigna de un conjunto de parques eólicos. El problema se resuelve iterativamente, asignando diferentes prioridades a los objetivos. Esta formulación se ajusta a las preferencias de las empresas propietarias de parques, que suelen especificar objetivos de acuerdo a su importancia relativa. Se compara esta metodología con la de la suma ponderada de objetivos, ampliamente utilizada para resolver problemas multiobjetivo, y se comprueba como la resolución con prioridades ofrece unos resultados óptimos para cada objetivo en función de su prioridad, mientras que la suma ponderada no lograr la optimización de los objetivos prioritarios.
[Abstract] This paper presents and solves a multi-objective problem for the assignment of stationary wind farm setpoints. The problem is solved iteratively by assigning different priorities to the objectives according to the preferences of the wind farm owners, who prioritise the objectives according to their relative importance. This methodology is compared with the weighted sum method, which is widely used for multi-objective problems. The results show that the priority-based approach consistently achieves optimal results for each objective according to priority, while the weighted sum method fails to optimise the priority objectives.
[Abstract] This paper presents and solves a multi-objective problem for the assignment of stationary wind farm setpoints. The problem is solved iteratively by assigning different priorities to the objectives according to the preferences of the wind farm owners, who prioritise the objectives according to their relative importance. This methodology is compared with the weighted sum method, which is widely used for multi-objective problems. The results show that the priority-based approach consistently achieves optimal results for each objective according to priority, while the weighted sum method fails to optimise the priority objectives.
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Keywords
Sistemas de energía renovable Optimización multiobjetivo Método lexicográfico Control y optimización en tiempo real Operación y control óptimo del sistema eléctrico Renewable energy systems Multi-objective optimization Lexicographic method Real time optimization and control Optimal operation and control of power system
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Attribution-NonCommercial-ShareAlike 4.0 lnternational (CC BY-NC-SA 4.0) https://creativecommons.org/licenses/by-ncsa/4.0/


