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eess.SY2024
Identification of Power Systems with Droop-Controlled Units Using Neural Ordinary Differential Equations
Hannes M. H. Wolf, Christian A. Hans
In future power systems, the detailed structure and dynamics may not always be fully known. This is due to an increasing number of distributed energy resources, such as photovoltai…
eess.SY2024
Data-driven model predictive control of battery storage units
Johannes B. Lipka, Christian A. Hans
In many state-of-the-art control approaches for power systems with storage units, an explicit model of the storage dynamics is required. With growing numbers of storage units, iden…