组合拍卖和图神经网络在本地能源灵活市场的应用

Jul, 2023

Combinatorial Auctions and Graph Neural Networks for Local Energy Flexibility Markets

Awadelrahman M. A. Ahmed, Frank Eliassen, Yan Zhang

TL;DR本文提出了一个新的组合拍卖框架，解决了生产和消费者无法绑定多个灵活时间间隔的问题，并通过设计基于图神经网络的模型，解决了基于异构三部图表示的NP完全获胜者决策问题。

Abstract

This paper proposes a new combinatorial auction framework for local energy flexibility markets, which addresses the issue of prosumers' in