Michael Andres

Improving Machine-Learning Diagnostics with Model-Based Data Augmentation Showcased for a Transformer Fault

Albert Moser, Jannis N. Kahlen, Michael Andres, 2021, Energies.

Improving Machine Learning Diagnostic Systems with Model-Based Data Augmentation ― Part B: Application

J. N. Kahlen, Michael Andres, A. Würde, 2021, 2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe).

On specification-based cyber-attack detection in smart grids

I. Hacker, Martin Henze, A. Ulbig, 2022, Energy Inform..

On using contextual correlation to detect multi-stage cyber attacks in smart grids

Katharina A. Wehrmeister, I. Hacker, Martin Henze, 2022, Sustainable Energy, Grids and Networks.

Bridging the Gap between Scheduling and Control of Distributed Energy Resources: Dynamic Parametrization of a Metaheuristic Method

Michael Andres, M. Vasconcelos, Hannah Hechenrieder, 2020, 2020 9th International Conference on Power Science and Engineering (ICPSE).

Methods for Actors in the Electric Power System to Prevent, Detect and React to ICT Attacks and Failures

Raphael Ernst, Benedikt Klaer, Martin Henze, 2020, 2020 6th IEEE International Energy Conference (ENERGYCon).

Investigating Man-in-the-Middle-based False Data Injection in a Smart Grid Laboratory Environment

Andreas Ulbig, Martin Henze, Dennis van der Velde, 2021, 2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe).

Graph-based Model of Smart Grid Architectures

O. Sen, Benedikt Klaer, I. Hacker, 2020, 2020 International Conference on Smart Energy Systems and Technologies (SEST).