3 papers
eess.SY2025
Integrated Learning and Optimization to Control Load Demand and Wind Generation for Minimizing Ramping Cost in Real-Time Electricity Market
Imran Pervez, Omar Knio
We developed a new integrated learning and optimization (ILO) methodology to predict context-aware unknown parameters in economic dispatch (ED), a crucial problem in power systems…
eess.SY2025
Integrated Learning and Optimization for Congestion Management and Profit Maximization in Real-Time Electricity Market
Imran Pervez, Ricardo Pinto Lima, Omar Knio
We develop novel integrated learning and optimization (ILO) methodologies to solve economic dispatch (ED) and DC optimal power flow (DCOPF) problems for better economic operation.…
stat.CO2024
Local Sequential MCMC for Data Assimilation with Applications in Geoscience
Hamza Ruzayqat, Omar Knio
This paper presents a new data assimilation (DA) scheme based on a sequential Markov Chain Monte Carlo (SMCMC) DA technique [Ruzayqat et al. 2024] which is provably convergent and…