Design of Experiments aided Holistic Testing of Cyber-Physical Energy Systems

Arjen van der Meer; Cornelius Steinbrink; Kai Heussen; Daniel Esteban Morales Bondy; Merkebu Z. Degefa; Filip Prostl Andrén; Thomas Strasser; Sebastian Lehnhoff; Peter Palensky

doi:10.1109/MSCPES.2018.8405401

Design of Experiments aided Holistic Testing of Cyber-Physical Energy Systems

Arjen van der Meer
, Cornelius Steinbrink
, Kai Heussen
, Daniel Esteban Morales Bondy
, Merkebu Z. Degefa
, Filip Prostl Andrén
, Thomas Strasser
, Sebastian Lehnhoff
, Peter Palensky

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

457 Downloads (Orbit)

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.

Original language	English
Title of host publication	Proceedings of 2018 Workshop on Modeling and Simulation of Cyber-Physical Energy Systems (MSCPES)
Number of pages	7
Publisher	IEEE
Publication date	2018
ISBN (Print)	978-1-5386-4105-7
DOIs	https://doi.org/10.1109/MSCPES.2018.8405401
Publication status	Published - 2018
Event	2018 Workshop on Modeling and Simulation of Cyber-Physical Energy Systems - Porto, Portugal Duration: 10 Apr 2018 → 10 Apr 2018

Conference

Conference	2018 Workshop on Modeling and Simulation of Cyber-Physical Energy Systems
Country/Territory	Portugal
City	Porto
Period	10/04/2018 → 10/04/2018

Keywords

Design of experiments
Cyber-Physical Energy Systems
Holistic testing
Research Infrastructure

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1109/MSCPES.2018.8405401

Design experiments aided as sumbittedAccepted author manuscript, 837 KB

OpenUrl availability

Full text

Cite this

van der Meer , A., Steinbrink, C., Heussen, K., Bondy, D. E. M., Degefa, M. Z., Andrén, F. P., Strasser, T., Lehnhoff, S., & Palensky, P. (2018). Design of Experiments aided Holistic Testing of Cyber-Physical Energy Systems. In Proceedings of 2018 Workshop on Modeling and Simulation of Cyber-Physical Energy Systems (MSCPES) IEEE. https://doi.org/10.1109/MSCPES.2018.8405401

@inproceedings{52b3d8111d32466bb6223a6f6c04ab0a,

title = "Design of Experiments aided Holistic Testing of Cyber-Physical Energy Systems",

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.",

keywords = "Design of experiments, Cyber-Physical Energy Systems, Holistic testing, Research Infrastructure",

author = "\{van der Meer\}, Arjen and Cornelius Steinbrink and Kai Heussen and Bondy, \{Daniel Esteban Morales\} and Degefa, \{Merkebu Z.\} and Andr{\'e}n, \{Filip Prostl\} and Thomas Strasser and Sebastian Lehnhoff and Peter Palensky",

year = "2018",

doi = "10.1109/MSCPES.2018.8405401",

language = "English",

isbn = "978-1-5386-4105-7",

booktitle = "Proceedings of 2018 Workshop on Modeling and Simulation of Cyber-Physical Energy Systems (MSCPES)",

publisher = "IEEE",

address = "United States",

note = "2018 Workshop on Modeling and Simulation of Cyber-Physical Energy Systems, 2018 MSCPES ; Conference date: 10-04-2018 Through 10-04-2018",

}

van der Meer , A, Steinbrink, C, Heussen, K, Bondy, DEM, Degefa, MZ, Andrén, FP, Strasser, T, Lehnhoff, S & Palensky, P 2018, Design of Experiments aided Holistic Testing of Cyber-Physical Energy Systems. in Proceedings of 2018 Workshop on Modeling and Simulation of Cyber-Physical Energy Systems (MSCPES). IEEE, 2018 Workshop on Modeling and Simulation of Cyber-Physical Energy Systems, Porto, Portugal, 10/04/2018. https://doi.org/10.1109/MSCPES.2018.8405401

Design of Experiments aided Holistic Testing of Cyber-Physical Energy Systems. / van der Meer , Arjen; Steinbrink, Cornelius; Heussen, Kai et al.
Proceedings of 2018 Workshop on Modeling and Simulation of Cyber-Physical Energy Systems (MSCPES). IEEE, 2018.

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

TY - GEN

T1 - Design of Experiments aided Holistic Testing of Cyber-Physical Energy Systems

AU - van der Meer , Arjen

AU - Steinbrink, Cornelius

AU - Heussen, Kai

AU - Bondy, Daniel Esteban Morales

AU - Degefa, Merkebu Z.

AU - Andrén, Filip Prostl

AU - Strasser, Thomas

AU - Lehnhoff, Sebastian

AU - Palensky, Peter

PY - 2018

Y1 - 2018

N2 - 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.

AB - 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.

KW - Design of experiments

KW - Cyber-Physical Energy Systems

KW - Holistic testing

KW - Research Infrastructure

U2 - 10.1109/MSCPES.2018.8405401

DO - 10.1109/MSCPES.2018.8405401

M3 - Article in proceedings

SN - 978-1-5386-4105-7

BT - Proceedings of 2018 Workshop on Modeling and Simulation of Cyber-Physical Energy Systems (MSCPES)

PB - IEEE

T2 - 2018 Workshop on Modeling and Simulation of Cyber-Physical Energy Systems

Y2 - 10 April 2018 through 10 April 2018

ER -

Design of Experiments aided Holistic Testing of Cyber-Physical Energy Systems

Abstract

Conference

Keywords

UN SDGs

Access to Document

OpenUrl availability

Fingerprint

Cite this