Publication
Electric vehicle charging station based on wind energy: evaluation of the power profile for vanadium redox flow batteries estimation
Journal Article (2023)
Journal
IEEE Latin America Transactions
Pages
1056-1062
Volume
21
Number
9
Doc link
https://doi.org/10.1109/TLA.2023.10251813
File
Authors
Projects associated
Abstract
This paper considers an electric vehicle charging station based on the combination of a wind turbine, as a primary power source, and a vanadium redox flow battery (VRFB), as an energy storage system. The latter plays a key role in the application under study, storing the intermittent power produced by the turbine and timely dispatching it when demanded. To guarantee VRFB proper operation, it is necessary to have information regarding its internal parameters which, in general, cannot be directly measured. Therefore, this work analyses the feasibility of conducting a model-based estimation by studying a classic identifiability measure, the persistence of excitation. Special attention is given to the influence of the wind power profile, as well as the rated power of the turbine, on the performance of the estimation algorithms. It is demonstrated that increasing the wind energy conversion system nominal power might compromise the estimation results, provided that systems with higher inertia reduce the persistence of excitation levels.
Categories
control nonlinearities, observability, storage automation.
Author keywords
Wind turbine , Redox flow battery , parameter estimation , persistence of excitation
Scientific reference
P. Fornaro, T.P. Puleston, P.F. Puleston, P. Battaiotto, R. Costa and M. Serra. Electric vehicle charging station based on wind energy: evaluation of the power profile for vanadium redox flow batteries estimation. IEEE Latin America Transactions , 21(9): 1056-1062, 2023.
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