Pradeep Ramuhalli

Dr. Pradeep Ramuhalli is a Distinguished R&D Staff Member at Oak Ridge National Laboratory where he leads the Modern Nuclear Instrumentation and Controls group. Dr. Ramuhalli has been working on research and development in AI-assisted systems automation, resilience, and reliability for over 25 years, with research at the intersection of measurement science, data science, and decision science. He has developed sensors and AI-based algorithms for continuous online monitoring and diagnosis; physics-informed machine learning algorithms for virtual sensing and prognostic assessment of system and component health; and integrating risk-informed methodologies with AI solutions to assure reliability of measurements and resilience of systems. He currently serves as PI for research funded by DOE’s H2O office on Hydropower Fleet Intelligence, which is investigating and developing novel solutions to assist in data management and smart operations and maintenance practices at hydropower facilities.