Arlena Wellßow, M.Sc. Researcher

M.Sc. Arlena Wellßow
Contact
Activities

Position at OFFIS

Researcher

Research and Developement Division

Energy / Standardized Systems Engineering and Assesment

Competence Cluster

Applied Artificial Intelligence (AAI)

Position at the University

Researcher for ARL Group

Research Focus

formalization, agent architecture, KRITIS, resilient power grids, recommender systems
News

+49 441 9722-426

arlena.wellssow(at)offis.de

Flx-E


GERMANY

Publications
of Arlena Wellßow, M.Sc.

2024

Cybersecurity in the Smart Grid: Mapping Standards

Niemann, Laura and Wellßow, Arlena and Kuchenbuch, René and Werth, Oliver and Uslar, Mathias; Wirtschaftsinformatik 2024 Proceedings; September / 2024

URL BIB
Imitation Game: A Model-based and Imitation Learning Deep Reinforcement Learning Hybrid

Veith, Eric MSP and Logemann, Torben and Berezin, Aleksandr and Wellßow, Arlena and Balduin, Stephan; 2024 12th Workshop on Modeling and Simulation of Cyber-Physical Energy Systems (MSCPES); 2024

BIB
Machine-Readable Expert Knowledge Representation Concept

Wellßow, Arlena and Smith, Paul and Widl, Edmund and Veith, Eric and Kohlisch-Posega, Julian and Soro, Francesca and Puhan, Malte and Theil, Andreas and Uslar, Mathias and Zoll, Roland; February / 2024

DOI BIB
On Sound Experiment Execution with Learning Agents in Cyber-Physical Energy Systems

Veith, Eric MSP and Balduin, Stephan and Wellßow, Arlena and Logemann, Torben; 2024

BIB
Play With Me: Towards Explaining the Benefits of Autocurriculum Training of Learning Agents. In 2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)

Veith, EM and Logemann, T and Wellßow, A and Balduin, S; Dubrovnik, Croatia. IEEE; 2024

BIB
Power Switch: Online vs. Offline Learning in the Energy Domain

Wellßow, Arlena and Veith, Eric MSP; Proceedings of the 38th annual European Simulation and Modelling Conference; 2024

BIB
SHOW-OFF - Towards a Framework for Comprehensive and Systematic Visual Analysis of Learning Agents Performance in Smart Grid Co-Simulations

Engelmann, Lena and Wellßow, Arlena and Veith, Eric; the 2024 European Simulation and Modelling conference (ESM 2024); 2024

BIB
Threat Modeling for AI Analysis: Towards the Usage of Misuse Case Templates and UML Diagrams for AI Experiment Description and Trajectory Generation

Wellßow, Arlena and Kohlisch-Posega, Julian and Veith, Eric M.S.P. and Uslar, Mathias; Proceedings of the 2024 13th International Conference on Informatics, Environment, Energy and Applications; 2024

DOI BIB
Trajectory Generation Model: Building a Simulation Link Between Expert Knowledge and Offline Learning

Wellßow, Arlena and Logemann, Torben and Veith, EM; 2024

BIB

2023

Learning new attack vectors from misuse cases with deep reinforcement learning

Veith, Eric and Wellßow, Arlena and Uslar, Mathias; Frontiers in Energy Research; 2023

BIB
PALAESTRAI: A TRAINING GROUND FOR AUTONOMOUS AGENTS

Eric MSP Veith, Stephan Balduin, Nils Wenninghoff, Thomas Wolgast, Marcel Baumann, David Winkler, Lasse Hammer, Alya Salman, Marvin Schulz, Amin Raeiszadeh, Torben Logemann, Arlena Wellßow; Proceedings of the 37th annual European Simulation and Modelling Conference; 2023

BIB
Redispatch 3.0 – Congestion Management for German Power Grids – Considering Controllable Resources in Low-Voltage Grids

Krueger, Carsten and Otte, Marcel and Holly, Stefanie and Rathjen, Saskia and Wellssow, Arlena and Lehnhoff, Sebastian; ETG Congress 2023; Juli / 2023

URL BIB

2022

Entwurf eines Prozesses zur Formalisierung sicherheitsrelevanter Phänomene für das automatisierte Fahren

Wellßow, Arlena; 2022

BIB