23 citations · 23 across the 2 of their papers we have counts for
3 papers
From Features to States: Data-Driven Selection of Measured State Variables via RFE-DMDc
Haoyu Wang, Andrea Alfonsi, Roberto Ponciroli +1
The behavior of a dynamical system under a given set of inputs can be captured by tracking the response of an optimal subset of process variables (\textit{state variables}). For ma…
Design of a Supervisory Control System for Autonomous Operation of Advanced Reactors
Akshay J. Dave, Taeseung Lee, Roberto Ponciroli +1
Advanced reactors to be deployed in the coming decades will face deregulated energy markets, and may adopt flexible operation to boost profitability. To aid in the transition from…
Numerical Demonstration of Multiple Actuator Constraint Enforcement Algorithm for a Molten Salt Loop
Akshay J. Dave, Haoyu Wang, Roberto Ponciroli +1
To advance the paradigm of autonomous operation for nuclear power plants, a data-driven machine learning approach to control is sought. Autonomous operation for next-generation rea…