IGDT-based Robust Economic Dispatch Problem with Wind Power Integration

Julio Cuenca Tinitana, Carlos Correa-Florez, Diego Patino, Jose Vuelvas, Leonel Aleaga, Jorge Carrion

Producción: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

Resumen

Economic dispatch (ED) is crucial for efficiently operating a power grid. Critical grid operations are impacted by the uncertainty of renewable sources, which poses operational challenges for grid operations. Therefore, this study proposes an economic dispatch model that accounts for the uncertainty of renewable generation. The framework models and incorporates uncertainty into the ED formulation using the Information Gap Decision Theory (IGDT). To this end, a multiobjective risk-Averse IGDT model is developed, enabling the operator to evaluate uncertainty-Associated risks. Subsequently, the IGDT model is validated by employing a modified IEEE 24-bus test system with multiple wind generators. It is observed that the IGDT proposal achieves operational cost savings and adequately integrates renewable energy generation. The numerical results indicate that the proposed IGDT framework can help operators make decisions based on achieving a target cost for a given level of uncertainty.

Idioma originalInglés
Título de la publicación alojadaProceedings of the 2023 IEEE 6th Colombian Conference on Automatic Control, CCAC 2023
EditoresDiana Marcela Ovalle Martiinez, Luis Francisco Combita Alfonso
EditorialInstitute of Electrical and Electronics Engineers Inc.
ISBN (versión digital)9798350324723
DOI
EstadoPublicada - 2023
Evento6th IEEE Colombian Conference on Automatic Control, CCAC 2023 - Popayan, Colombia
Duración: 17 oct. 202320 oct. 2023

Serie de la publicación

NombreProceedings of the 2023 IEEE 6th Colombian Conference on Automatic Control, CCAC 2023

Conferencia

Conferencia6th IEEE Colombian Conference on Automatic Control, CCAC 2023
País/TerritorioColombia
CiudadPopayan
Período17/10/2320/10/23

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