M. Jibran S. Zuberi

An online machine learning multi-resolution optimization framework for energy system design limit of performance analysis

Designing reliable integrated energy systems for industrial processes requires optimization and verification models across multiple fidelities, from architecture-level sizing to high-fidelity dynamic operation. However, model mismatch across fidelities obscures the sources of per...