Arlena Wellßow, M.Sc. Wissenschaftliche Mitarbeiterin

M.Sc. Arlena Wellßow
Kontaktdaten
Tätigkeiten

Position im OFFIS

Wissenschaftliche Mitarbeiterin

Forschungsbereiche

Energie / Entwurf und Bewertung standardisierter Systeme

Competence Cluster

Applied Artificial Intelligence (AAI)

Position an der Uni

Wissenschaftliche Mitarbeiterin in der Gruppe ARL

Forschungsinteresse

Formalisierung, Agentenarchitekur, KRITIS, Resiliente Stromnetze, Empfehlungssysteme
News

+49 441 9722-426

arlena.wellssow(at)offis.de

Flx-E

Publikationen
von 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

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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

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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

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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

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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

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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

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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

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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

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

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

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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

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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

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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

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2022

Entwurf eines Prozesses zur Formalisierung sicherheitsrelevanter Phänomene für das automatisierte Fahren

Wellßow, Arlena; 2022

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