Design of a Flexible DC to AC Converter and its Control Using Reinforcement Learning

Quintero Bermejo, Jorge

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Quintero Bermejo, Jorge

Tutor / director / evaluatorVan Wunnik, Lucas Philippe

; Karimi, Alireza; Madani, Sohail

CovenanteeÉcole polytechnique fédérale de Lausanne

Document typeMaster thesis

Date2020-07-09

Rights accessOpen Access

Abstract

The use of DC to AC converters in renewable energy systems to transform direct to alternating current is necessary to couple these elements to the grid. In this project, a design for a DC to AC converter plant has been developed with future research purposes. In addition, direct heuristic dynamic programming, a reinforcement learning algorithm within the family of adaptive critic designs, has been analysed and simulated as a supplementary controller to improve the harmonic compensation of a shunt active filter.

SubjectsElectric inverters, Convertidors continu-altern

URIhttp://hdl.handle.net/2117/332857

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Dobles Màsters Oficials - Màster universitari en Enginyeria Industrial (ETSEIB) + Master’s degree in Automatic Control and Robotics [18]

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