Simulation Support for Explainable Cyber-Physical Energy Systems

Peb Ruswono Aryan, Fajar J. Ekaputra, Reka Marta Sabou, Daniel Hauer, Ralf Mosshammer, Alfred Einfalt, Tomasz Miksa, Andreas Rauber

Publikation: Beitrag in Buch/KonferenzbandBeitrag in Konferenzband

Abstract

Smart energy grids are evolving from static infrastructures to dynamic systems where Distributed Energy Resources (PV, eCars) are joining or leaving the system randomly. Cyber-Physical (Energy) Systems (CP(E)S) are therefore increasingly complex and dynamic, with several stakeholders (end users, system operators) requiring explanations of the system status/behaviour. The development of solutions for explainable CP(E)S algorithms is however challenging because the deployment and testing in vivo of these solutions is restricted, if not impossible, in terms of the risks of modifying a critical infrastructure. In this paper, we present a semantics based solution to explainable CP(E)S and show how its development is supported by being able to test it in in vitro settings enabled by the BIFROST simulation engine. We validate the proposed solution in a simulated e-mobility use case.
OriginalspracheEnglisch
Titel2020 8th Workshop on Modeling and Simulation of Cyber-Physical Energy Systems
Redakteure/-innen Peter Palensky, Anurag Srivastava
ErscheinungsortVirtual Event
Seiten1 - 6
DOIs
PublikationsstatusVeröffentlicht - 2020

Österreichische Systematik der Wissenschaftszweige (ÖFOS)

  • 102 not use (Altbestand)
  • 102001 Artificial Intelligence
  • 102015 Informationssysteme
  • 102022 Softwareentwicklung

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