23 citations · 45 across the 7 of their papers we have counts for
3 papers · 1 filter
A Safe Reinforcement Learning Algorithm for Supervisory Control of Power Plants
Yixuan Sun, Sami Khairy, Richard B. Vilim +2
Traditional control theory-based methods require tailored engineering for each system and constant fine-tuning. In power plant control, one often needs to obtain a precise represen…
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…