113 citations · 206 across the 10 of their papers we have counts for
4 papers · 1 filter
Solving Multistage Stochastic Linear Programming via Regularized Linear Decision Rules: An Application to Hydrothermal Dispatch Planning
Felipe Nazare, Alexandre Street
The solution of multistage stochastic linear problems (MSLP) represents a challenge for many application areas. Long-term hydrothermal dispatch planning (LHDP) materializes this ch…
An Integrated Progressive Hedging and Benders Decomposition with Multiple Master Method to Solve the Brazilian Generation Expansion Problem
Alessandro Soares, Alexandre Street, Tiago Andrade +1
This paper exploits the decomposition structure of the large-scale hydrothermal generation expansion planning problem with an integrated modified Benders Decomposition and Progress…
Assessing the Cost of Network Simplifications in Long-Term Hydrothermal Dispatch Planning Models
Andrew W. Rosemberg, Alexandre Street, Joaquim Dias Garcia +3
The sustainable utilization of hydro energy relies on accurate estimates of the opportunity cost of the water. This value is calculated through long-term hydrothermal dispatch prob…
Application-Driven Learning: A Closed-Loop Prediction and Optimization Approach Applied to Dynamic Reserves and Demand Forecasting
Joaquim Dias Garcia, Alexandre Street, Tito Homem-de-Mello +1
Forecasting and decision-making are generally modeled as two sequential steps with no feedback, following an open-loop approach. In this paper, we present application-driven learni…