Design of Experiments aided Holistic Testing of Cyber-Physical Energy Systems
Arjen A. van der Meer (TU Delft - Electrical Engineering, Mathematics and Computer Science)
Cornelius Steinbrink (OFFIS e.V)
Kai Heussen (Technical University of Denmark (DTU))
Daniel E. Morales Bondy (Technical University of Denmark (DTU))
Merkebu Z. Degefa (SINTEF Energy Resarch)
Filip Pröstl Andrén (Austrian Institute of Technology)
Thomas I. Strasser (Austrian Institute of Technology)
Sebastian Lehnhoff (OFFIS e.V)
Peter Palensky (TU Delft - Electrical Engineering, Mathematics and Computer Science)
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Abstract
The complex and often safety-critical nature of cyber-physical energy systems makes validation a key challenge in facilitating the energy transition, especially when it comes to the testing on system level. Reliable and reproducible validation experiments can be guided by the concept of design of experiments, which is, however, so far not fully adopted by researchers. This paper suggests a structured guideline for design of experiments application within the holistic testing procedure suggested by the European ERIGrid project. In this paper, a general workflow as well as a practical example are provided with the aim to give domain experts a basic understanding of design of experiments compliant testing.