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math.OC2024
DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization
Michael Cummins, Alberto Padoan, Keith Moffat +2
This paper introduces Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization (DeePC-Hunt), a backpropagation-based method for automatic hyperparamete…
eess.SY2024
Power Grid Parameter Estimation Without Phase Measurements: Theory and Empirical Validation
Jean-Sébastien Brouillon, Keith Moffat, Florian Dörfler +1
Reliable integration and operation of renewable distributed energy resources requires accurate distribution grid models. However, obtaining precise models is often prohibitively ex…