2 citations · 2 across the 9 of their papers we have counts for
3 papers · 1 filter
UQ-ACE: Stability-Aware Counterfactual Controller Tuning via Bayesian SINDy
Margarita A. Guerrero, Rodrigo A. Gonzalez, Cristian R. Rojas
Retuning feedback controllers in critical processes is challenging when experiments are costly, open-loop excitation is infeasible, and candidate controllers must be screened befor…
Sample-Efficient Counterfactual Tuning for Compressor Pressure Control
Margarita A. Guerrero, Rodrigo A. González, Cristian R. Rojas
In controlled industrial environments, ensuring safety and performance during controller tuning is a challenging and critical task. In particular, control loops in compressor-plenu…
Gain-Scheduled Data-Enabled Predictive Control: A DeePC Approach for Nonlinear Systems
Margarita A. Guerrero, Braghadeesh Lakshminarayanan, Cristian R. Rojas
Model predictive control is a well established control technology for trajectory tracking. Its use requires the availability of an accurate model of the plant, but obtaining such a…