23 citations · 46 across the 6 of their papers we have counts for
6 papers
Environmental and Economic Implications of Artificial Intelligence Data Centers in the United States
Johanna Bolaños-Zuñiga, Alberto J. Lamadrid
In this study, we use electricity demand growth, cooling requirements, and backup system operation to evaluate the environmental and economic implications of artificial intelligenc…
Co-optimizing the Smart Grid and Electric Public Transit Bus System
Mertcan Yetkin, Brandon R. Augustino, Alberto J. Lamadrid +1
As climate change provides impetus for investing in smart cities, with electrified public transit systems, we consider electric public transportation buses in an urban area, which…
A Novel Smoothed Loss and Penalty Function for Noncrossing Composite Quantile Estimation via Deep Neural Networks
Kostas Hatalis, Alberto J. Lamadrid, Katya Scheinberg +1
Uncertainty analysis in the form of probabilistic forecasting can significantly improve decision making processes in the smart power grid when integrating renewable energy sources…
An Empirical Analysis of Constrained Support Vector Quantile Regression for Nonparametric Probabilistic Forecasting of Wind Power
Kostas Hatalis, Shalinee Kishore, Katya Scheinberg +1
Uncertainty analysis in the form of probabilistic forecasting can provide significant improvements in decision-making processes in the smart power grid for better integrating renew…
Smooth Pinball Neural Network for Probabilistic Forecasting of Wind Power
Kostas Hatalis, Alberto J. Lamadrid, Katya Scheinberg +1
Uncertainty analysis in the form of probabilistic forecasting can significantly improve decision making processes in the smart power grid for better integrating renewable energy so…
Pricing in non-convex markets with quadratic deliverability costs
Xiaolong Kuang, Alberto J. Lamadrid, Luis F. Zuluaga
The problem of obtaining market-clearing prices for markets with non-convexities has been widely studied in the literature. This is particularly the case in electricity markets, wh…