Learning Optimal Power Flow Value Functions with Input-Convex Neural
Networks

Learning Optimal Power Flow Value Functions with Input-Convex Neural Networks

6 October 2023

Andrew W. Rosemberg

Mathieu Tanneau

Joaquim Dias Garcia

Pascal Van Hentenryck

Papers citing "Learning Optimal Power Flow Value Functions with Input-Convex Neural Networks"

5 / 5 papers shown

Title
ICNN-enhanced 2SP: Leveraging input convex neural networks for solving two-stage stochastic programming Yu Liu Fabricio Oliveira 51 0 0 08 May 2025
Fast and Reliable $N-k$ Contingency Screening with Input-Convex Neural Networks Nicolas Christianson Wenqi Cui Steven Low Weiwei Yang Baosen Zhang 29 0 0 01 Oct 2024
Modeling the AC Power Flow Equations with Optimally Compact Neural Networks: Application to Unit Commitment Alyssa Kody Samuel C. Chevalier Spyros Chatzivasileiadis Daniel Molzahn 64 37 0 21 Oct 2021
Predicting AC Optimal Power Flows: Combining Deep Learning and Lagrangian Dual Methods Ferdinando Fioretto Terrence W.K. Mak Pascal Van Hentenryck AI4CE 81 199 0 19 Sep 2019
Input Convex Neural Networks Brandon Amos Lei Xu J. Zico Kolter 187 601 0 22 Sep 2016