Towards Improving Unit Commitment Economics: An Add-On Tailor for
Renewable Energy and Reserve Predictions

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Towards Improving Unit Commitment Economics: An Add-On Tailor for Renewable Energy and Reserve Predictions

27 August 2022

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Papers citing "Towards Improving Unit Commitment Economics: An Add-On Tailor for Renewable Energy and Reserve Predictions"

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Title
ODTlearn: A Package for Learning Optimal Decision Trees for Prediction and Prescription Patrick Vossler S. Aghaei Nathan Justin Nathanael Jo Andrés Gómez P. Vayanos 34 2 0 28 Jul 2023
Electricity Price Prediction for Energy Storage System Arbitrage: A Decision-focused Approach Linwei Sang Yinliang Xu Huan Long Qinran Hu Hongbin Sun 71 32 0 30 Apr 2023
PyEPO: A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming Bo Tang Elias Boutros Khalil 69 32 0 28 Jun 2022
Prescribing net demand for two-stage electricity generation scheduling J. Morales Miguel Angel Muñoz S. Pineda 53 14 0 02 Aug 2021
Decision-making Oriented Clustering: Application to Pricing and Power Consumption Scheduling Chao Zhang S. Lasaulce Martin Hennebel L. Saludjian P. Panciatici H. Vincent Poor 18 16 0 02 Jun 2021
Interior Point Solving for LP-based prediction+optimisation Jayanta Mandi Tias Guns 56 106 0 26 Oct 2020
Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems Jaynta Mandi Emir Demirović Peter Stuckey Tias Guns 63 146 0 22 Nov 2019
JANOS: An Integrated Predictive and Prescriptive Modeling Framework David Bergman Teng Huang Philip Brooks Andrea Lodi A. Raghunathan MU 62 50 0 21 Nov 2019
Feature-driven Improvement of Renewable Energy Forecasting and Trading Miguel Angel Muñoz J. Morales S. Pineda 42 38 0 17 Jul 2019
MIPaaL: Mixed Integer Program as a Layer Aaron Ferber Bryan Wilder B. Dilkina Milind Tambe 82 147 0 12 Jul 2019
Smart "Predict, then Optimize" Adam N. Elmachtoub Paul Grigas 89 603 0 22 Oct 2017
From Predictive to Prescriptive Analytics Dimitris Bertsimas Nathan Kallus 137 547 0 22 Feb 2014