1 citations · 2 across the 5 of their papers we have counts for
5 papers
Battery Storage Co-Optimization in Day-Ahead and Real-Time Markets with Bayesian Optimization
Thiha Aung, Mike Ludkovski
We propose Adaptive Refinement Bayesian Optimization for Day-Ahead and Real-Time (ARBO-DART) markets, an algorithm for BESS intraday dispatch co-optimization in which day-ahead (DA…
Intraday Battery Dispatch for Hybrid Renewable Energy Assets
Thiha Aung, Mike Ludkovski
We develop a mathematical model for intraday dispatch of co-located wind-battery energy assets. Focusing on the primary objective of firming grid-side actual production vis-a-vis t…
Probabilistic Spatiotemporal Modeling of Day-Ahead Wind Power Generation with Input-Warped Gaussian Processes
Qiqi Li, Mike Ludkovski
We design a Gaussian Process (GP) spatiotemporal model to capture features of day-ahead wind power forecasts. We work with hourly-scale day-ahead forecasts across hundreds of wind…
Analyzing State-Level Longevity Trends with the U.S. Mortality Database
Mike Ludkovski, Doris Padilla
We investigate state-level age-specific mortality trends based on the United States Mortality Database (USMDB) published by the Human Mortality Database. In tandem with looking at…
Least-Cost Structuring of 24/7 Carbon-Free Electricity Procurements
Mike Ludkovski, Saad Mouti, Glen Swindle
We consider the construction of renewable portfolios targeting specified carbon-free (CFE) hourly performance scores. We work in a probabilistic framework that uses a collection of…