Search Results for author: Buse Sibel Korkmaz

Found 2 papers, 1 papers with code

Safe Optimization of an Industrial Refrigeration Process Using an Adaptive and Explorative Framework

no code implementations21 Nov 2022 Buse Sibel Korkmaz, Marta Zagórowska, Mehmet Mercangöz

In this paper, we demonstrate the application of an adaptive and explorative real-time optimization framework to an industrial refrigeration process, where we learn the process characteristics through changes in process control targets and through exploration to satisfy safety constraints.

Gaussian Processes

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