• English
  • Deutsch
  • Log In
    Password Login
    Research Outputs
    Fundings & Projects
    Researchers
    Institutes
    Statistics
Repository logo
Fraunhofer-Gesellschaft
  1. Home
  2. Fraunhofer-Gesellschaft
  3. Konferenzschrift
  4. How to trade electricity flexibility using artificial intelligence - An integrated algorithmic framework
 
  • Details
  • Full
Options
January 2022
Conference Paper
Title

How to trade electricity flexibility using artificial intelligence - An integrated algorithmic framework

Abstract
In course of the energy transition, the growing share of Renewable Energy Sources (RES) makes electricity generation more decentralized and intermittent. This increases the relevance of exploiting flexibility potentials that help balancing intermittent RES supply and demand and, thus, contribute to overall system resilience. Digital technologies, in the form of automated trading algorithms, may considerably contribute to flexibility exploitation, as they enable faster and more accurate market interactions. In this paper, we develop an integrated algorithmic framework that finds an optimal trading strategy for flexibility on multiple markets. Hence, our work supports the trading of flexibility in a multi-market environment that results in enhanced market integration and harmonization of economically traded and physically delivered electricity, which finally promotes resilience in highly complex electricity systems.
Author(s)
Hanny, Lisa-Maria
Fraunhofer-Institut für Angewandte Informationstechnik FIT  
Körner, Marc-Fabian
Fraunhofer-Institut für Angewandte Informationstechnik FIT  
Leinauer, Christina
Fraunhofer-Institut für Angewandte Informationstechnik FIT  
Michaelis, Anne  
Fraunhofer-Institut für Angewandte Informationstechnik FIT  
Strüker, Jens  
Fraunhofer-Institut für Angewandte Informationstechnik FIT  
Weibelzahl, Martin  
Fraunhofer-Institut für Angewandte Informationstechnik FIT  
Weißflog, Jan
Fraunhofer-Institut für Angewandte Informationstechnik FIT  
Mainwork
55th Annual Hawaii International Conference on System Sciences 2022. Proceedings  
Conference
Hawaii International Conference on System Sciences 2022  
Open Access
DOI
10.24251/HICSS.2022.438
Additional link
Full text
Language
English
Fraunhofer-Institut für Angewandte Informationstechnik FIT  
  • Cookie settings
  • Imprint
  • Privacy policy
  • Api
  • Contact
© 2024