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2018-09-30
Arjen van der Meer, Peter Palensky, Kai Heussen, D. E. Morales Bondy, Oliver Gehrke, C. Steinbrinki, M Blanki, Sebastian Lehnhoff, Edmund Widl, Cyndi Moyo et al..  2017.  Cyber-physical energy systems modeling, test specification, and co-simulation based testing. Modeling and Simulation of Cyber-Physical Energy Systems (MSCPES), 2017 Workshop on. :1–9.

The gradual deployment of intelligent and coordinated devices in the electrical power system needs careful investigation of the interactions between the various domains involved. Especially due to the coupling between ICT and power systems a holistic approach for testing and validating is required. Taking existing (quasi-) standardised smart grid system and test specification methods as a starting point, we are developing a holistic testing and validation approach that allows a very flexible way of assessing the system level aspects by various types of experiments (including virtual, real, and mixed lab settings). This paper describes the formal holistic test case specification method and applies it to a particular co-simulation experimental setup. The various building blocks of such a simulation (i.e., FMI, mosaik, domain-specific simulation federates) are covered in more detail. The presented method addresses most modeling and specification challenges in cyber-physical energy systems and is extensible for future additions such as uncertainty quantification.

Arjen van der Meer, Cornelius Steinbrink, Kai Heussen, Daniel E. Morales Bondy, Merkebu Z. Degefa, Filip Pröstl Andrén, Thomas Strasser, Sebastian Lehnhoff, Peter Palensky.  2018.  Design of experiments aided holistic testing of cyber-physical energy systems. 2018 Workshop on Modeling and Simulation of Cyber-Physical Energy Systems (MSCPES). :1–7.

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.

Cornelius Steinbrink, Sebastian Lehnhoff, Sebastian Rohjans, Thomas Strasser, Edmund Widl, Cyndi Moyo, Georg Lauss, Felix Lehfuss, Mario Faschang, Peter Palensky et al..  2017.  Simulation-Based Validation of Smart Grids–Status Quo and Future Research Trends. International Conference on Industrial Applications of Holonic and Multi-Agent Systems. :171–185.

Smart grid systems are characterized by high complexity due to interactions between a traditional passive network and active power electronic components, coupled using communication links. Additionally, automation and information technology plays an important role in order to operate and optimize such cyber-physical energy systems with a high(er) penetration of fluctuating renewable generation and controllable loads. As a result of these developments the validation on the system level becomes much more important during the whole engineering and deployment process, today. In earlier development stages and for larger system configurations laboratory-based testing is not always an option. Due to recent developments, simulation-based approaches are now an appropriate tool to support the development, implementation, and roll-out of smart grid solutions. This paper discusses the current state of simulation-based approaches and outlines the necessary future research and development directions in the domain of power and energy systems.