most citedDecision Programming for Multi-Stage Optimization under Uncertainty

22 citations · 56 across the 6 of their papers we have counts for

collaborators

6 papers

math.OC2023

A novel strong duality-based reformulation for trilevel infrastructure models in energy systems development

Olli Herrala, Steven A. Gabriel, Fabricio Oliveira +1

We explore the class of trilevel equilibrium problems with a focus on energy-environmental applications and present a novel single-level reformulation for such problems, based on s…

math.OC2023

Solving influence diagrams via efficient mixed-integer programming formulations and heuristics

Helmi Hankimaa, Olli Herrala, Fabricio Oliveira +1

In this paper, we propose novel mixed-integer linear programming (MIP) formulations to model decision problems posed as influence diagrams. We also present a novel heuristic that c…

math.OC2023

Solving decision problems with endogenous uncertainty and conditional information revelation using influence diagrams

Olli Herrala, Tommi Ekholm, Fabricio Oliveira

Mathematical programming formulations of influence diagrams can bridge the gap between representing and solving decision problems. However, they suffer from both modeling and compu…

math.OC2023★ 15 cited

Renewable Energy Expansion under Taxes and Subsidies: A Transmission Operator's Perspective

Nikita Belyak, Steven A. Gabriel, Nikolay Khabarov +1

This paper investigates the role of a transmission system operator within a carbon footprint reduction strategy incorporating carbon taxes and renewable energy generation subsidies…

math.OC2019★ 22 cited

Decision Programming for Multi-Stage Optimization under Uncertainty

Ahti Salo, Juho Andelmin, Fabricio Oliveira

Influence diagrams are widely employed to represent multi-stage decision problems in which each decision is a choice from a discrete set of alternatives, uncertain chance events ha…

eess.SY2019★ 19 cited

Utility-Scale Energy Storage in an Imperfectly Competitive Power Sector

Vilma Virasjoki, Afzal Siddiqui, Fabricio Oliveira +1

Interest in sustainability has increased the share of variable renewable energy sources (VRES) in power generation. Energy storage systems' potential to mitigate intermittencies fr…