23 citations · 31 across the 2 of their papers we have counts for
4 papers
Integrating LLMs for Explainable Fault Diagnosis in Complex Systems
Akshay J. Dave, Tat Nghia Nguyen, Richard B. Vilim
This paper introduces an integrated system designed to enhance the explainability of fault diagnostics in complex systems, such as nuclear power plants, where operator understandin…
Physics-informed State-space Neural Networks for Transport Phenomena
Akshay J. Dave, Richard B. Vilim
This work introduces Physics-informed State-space neural network Models (PSMs), a novel solution to achieving real-time optimization, flexibility, and fault tolerance in autonomous…
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…