Publications

Mosaik is a project from scientists for scientists (and everyone else, too). Consequently, there are some publications. In the following, publications describing mosaik itself (mosaik 3, mosaik 2 , and mosaik 1) and mentioning mosaik are listed.

mosaik 3

A. Ofenloch, J.S. Schwarz, D. Tolk, T. Brandt, R. Eilers, R. Ramirez, T. Raub, and S. Lehnhoff. “MOSAIK 3.0: Combining Time-Stepped and Discrete Event Simulation.” In 2022 Open Source Modelling and Simulation of Energy Systems (OSMSES), pp. 1-5. IEEE, 2022. Go to publication

mosaik 2

C. Steinbrink, M. Blank-Babazadeh, A. El-Ama, S. Holly, B. Lüers, M. Nebel-Wenner, R.P. Ramirez Acosta, T. Raub, J.S. Schwarz, S. Stark, A. Nieße, and S. Lehnhoff, “CPES Testing with mosaik: Co-Simulation Planning, Execution and Analysis”, Applied Sciences, vol. 9, no. 5, 2019. Go to publication (open access)
C. Steinbrink, A. A. van der Meer, M. Cvetkovic, D. Babazadeh, S. Rohjans, P. Palensky, and S. Lehnhoff, “Smart grid co-simulation with MOSAIK and HLA: a comparison study” in Computer Science - Research and Development, vol. 33, Issue 1–2, Springer International Publishing, Feb 2018, Go to publication (open access)
F. Schlögl, S. Rohjans, S. Lehnhoff, J. Velasquez, C. Steinbrink, and P. Palensky, “Towards a classiﬁcation scheme for co–simulation approaches in energy systems,” in International Symposium on Smart Electric Distribution Systems and Technologies. IEEE/IES, 9 2015. Go to publication

mosaik 1

Schütte, S: “Simulation Model Composition for the Large-Scale Analysis of Smart Grid Control Mechanisms”. Ph.D. Thesis. Carl von Ossietzky University Oldenburg, 2014. Go to publication (open access)
Rohjans, S.; Lehnhoff, S.; Schütte, S.; Andren, F.; Strasser, T.: “Requirements for Smart Grid Simulation Tools”. 23rd IEEE International Symposium on Industrial Electronics, 2013. Go to publication (open access)
Rohjans, S.; Lehnhoff, S.; Schütte, S.; Scherfke, S.; Hussain, S.: “mosaik - A modular Platform for the Evaluation of Agent-Based Smart Grid Control”. 4th IEEE/PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), 2013. Go to publication
Scherfke, S.; Schütte S.: “mosaik – Architecture Whitepaper”. 2012. Go to publication (open access)
Schütte, S.; Scherfke, S.; Sonnenschein, M.: “mosaik - Smart Grid Simulation API”. In Proceedings of SMARTGREENS 2012 – International Conference on Smart Grids and Green IT Systems, edited by B. Donnellan, J. P. Lopes, J. Martins, and J. Filipe: SciTePress, 2012. Go to publication (open access)
Schütte, S.; Sonnenschein, M.: “mosaik - Scalable Smart Grid Scenario Specification”. Winter Simulation Conference 2012, Berlin, 2012. Go to publication (open access)
Schütte, S.: “A domain-specific language for simulation composition”. In Burczynski, T., Kolodziej, J., Byrski, A., and Carvalho, M., editors, 25th European Conference on Modelling and Simulation, pages 146–152, Krakow, 2011. Go to publication (open access)
Schütte, S.; Scherfke, S.; Tröschel T.: “Mosaik: A framework for modular simulation of active components in Smart Grids”. In 1st International Workshop on Smart Grid Modeling and Simulation (SGMS), 2011. Go to publication (open access)
Schütte, S.: “Composition of simulations for the analysis of smart grid scenarios”. In Energieinformatik 2011, pages 53–64, 2011. Go to publication (open access)

Publications mentioning mosaik

Here, publications are listed which mention mosaik, for example, because they used mosaik for research or compare it to other works. If you have a publication which you would like to be added here, please write a mail to mosaik at offis.de.

2024

Schwarz, J.S.; Pham, M.C.; Tran, Q.T.; Heussen, K.; “Scaling Analysis in a Multi-Energy System” 2023 Asia Meeting on Environment and Electrical Engineering (EEE-AM), Hanoi, Vietnam, 2023, pp. 01-06. Go to publication

2023

Adelt, F.; Barsanti, M.; Hoffmann, S.; Sarma, D.; Schwarz, J.S.; Vermeulen, B.; Warendorf, T.; Binder, C.; Droste-franke, B.; Lehnhoff, S.; Myrzik, J.; Rehtanz, C.; Weyer, J.: “Co-simulation of Socio-Technical Energy Systems: An Interdisciplinary Design Process”. In Squazzoni, F. (eds) Advances in Social Simulation. ESSA 2022. Springer Proceedings in Complexity. Springer, Cham. Go to publication
Oest, F.; Frost, E.; Radtke, M.; Lehnhoff, S.: “Coupling OMNeT++ and mosaik for integrated Co-Simulation of ICT-reliant Smart Grids”. In ACM SIGENERGY Energy Informatics Review, Volume 3, Issue 1, March 2023. Go to publication (open access)
Poppenborg, R.; Chlosta, M.; Ruf, J.; Hotz, C.; Düpmeier, C.; Kolb, T.; Hagenmeyer, V.: “Energy Hub Gas: A Modular Setup for the Evaluation of Local Flexibility and Renewable Energy Carriers Provision” In Energies 2016, 16, 2720. Go to publication (open access)
Schmidtke, F.; Fatemi, A.; Offergeld, T.; Hacker, I.; Georgiev, B.; Ulbig, A.: “On Multi-Use Applications Unlocking Behind-the-Meter Flexibility for Grid-Supporting Services”. Go to publication (open access)
Khayatian, F:; Cai, H.; Bojarski, A.; Heer, P.; Bollinger, A.: “Benchmarking HVAC controller performance with a digital twin”. In Energy Proceedings, Vol 31. Go to publication (open access)
Wolgast, T.; Nieße, A.; Wenninghoff, N.; Balduin, S.; Veith, E.; Fraune, B.; Woltjen, T.: “ANALYSE — Learning to Attack Cyber-Physical Energy Systems with intelligent Agents”. Go to publication (open access)

2022

A. A. van der Meer, J.S. Schwarz, and K. Heussen. “Qualification of Initialisation Challenges in Co-Simulation setups for Integrated Energy Systems.” In 10th Workshop on Modelling and Simulation of Cyber-Physical Energy Systems (MSCPES), pp. 1–6, IEEE, 2022. Go to publication
Singh, R.; Mier, G.; Bosma, T.; Eijgelaar, M.; Bloemhof, G.; Sauba, G.: “Assessment of EV charging strategies and their effect on residential grids using co-simulation” In International Conference on Smart Energy Systems and Technologies (SEST). Go to publication (open access)
Ferenz, S.; Ofenloch, A.; Penaherrera Vaca, F.; Wagner, H.; Werth, O.; Breitner, M.; Engel, B.; Lehnhoff, S.; Nieße, A.: “An Open Digital Platform to Support Interdisciplinary Energy Research and Practice—Conceptualization” In Energies, 15(17), 6417. Go to publication (open access)
Widl, E.; Cronbach, D.; Sorkn{ae}s, P.; Muschick, D.; Fit{‘{o}}, J.; Repetto, M.; Ianakiev, A.; Ramousse, J.: “Categorization of Tools and Methods for Modeling and Simulating Hybrid Energy Networks” In Sustainable Energy, Grids and Networks, vol. 32. Go to publication (open access)
Oest, F.; Frost, E.; Radtke, M.; Lehnhoff, S.: “Coupling OMNeT++ and mosaik for integrated Co-Simulation of ICT-reliant Smart Grids”. In ACM SIGENERGY Energy Informatics Review. Go to publication (open access)
Laayati, O.; Hadraoui, H.; Guennoui, N.; Bouzi, M.; Chebak, A.: “Smart Energy Management System: Design of a Smart Grid Test Bench for Educational Purposes”. In Energies, 15(7), 2702. Go to publication (open access)
Niehaus, F.; Fraune, B.; Gritzan, G.; Sethmann, R.: “A Modern ICT Network Simulator for Co-Simulations in Smart Grid Applications “. In 17th International Conference on Cyber Warfare and Security, Vol. 17, No. 1. Go to publication (open access)
Aziz, T.: “Towards Efficient Co-Simulation of Cyber-Physical Systems”, Master’s thesis. Go to publication (open access)
Schmidtke, F.; Fatemi, A.; Offergeld, T.; Hacker, I.; Georgiev, B.; Ulbig, A.: “Evaluating multi-use applications in a co-simulation environment”“. IN 13th Mediterranean Conference on Power Generation, Transmission, Distribution and Energy Conversion (MEDPOWER 2022), pages 201-206. Go to publication (IEEE)
Hacker, I.; Lenzen, J.; Schmidtke, F.; Van der Velde, D.; Ulbig, A.: “A co-simulation environment to evaluate cyber resilience in active distribution grids utilising behind-the-meter assets”. In 13th Mediterranean Conference on Power Generation, Transmission, Distribution and Energy Conversion (MEDPOWER 2022), pages 430-435. Go to publication (IEEE)
Wagner, H.; Penaherrera, F.; Fayed, S.; Werth, O.; Eckhoff, S.; Engel, B.; Breitner, M.H.; Lehnhoff, S.; Rolink, J.: “Co-simulation-based analysis of the grid capacity for electric vehicles in districts: the case of “Am Ölper Berge” in Lower Saxony”. In 6th E-Mobility Power System Integration Symposium (EMOB 2022). Go to publication (IEEE)

2021

Stark, S.; Volkova, A.; Lehnhoff, S.; de Meer, H.: “Why Your Power System Restoration Does Not Work and What the ICT System Can Do About It”. In e-Energy ‘21: Proceedings of the Twelfth ACM International Conference on Future Energy Systems, pages 269–273. Go to publication
M. Barsanti, J.S. Schwarz, L.G. Gérard Constantin, P. Kasturi, C.R. Binder, and S. Lehnhoff. “Socio-technical modeling of smart energy systems: a co-simulation design for domestic energy demand.” In Energy Informatics, 4(3), 12. Springer, 2021. Go to publication (open access)
Farrokhseresht, N.; van der Meer, A.; Torres, J.; van der Meijden, M.: “MOSAIK and FMI-based co-simulation applied to transient stability analysis of grid-forming converter modulated wind power plants”. In Applied Science, 1(5), 2410. Go to publication (open access)
Poppenborg, R.; Ruf, J.; Chlosta, M.; Liu, J.; Hotz, C.; Düpmeier, C.; Kolb, T.; Hagenmeyer, V.: “Energy hub gas: a multi-domain system modelling and co-simulation approach” In MSCPES ’21: Proceedings of the 9th Workshop on Modeling and Simulation of Cyber-Physical Energy Systems, 1–7. Go to publication (open access)
Hoth, K.; Steffen, T.; Wiegel, B.; Youssfi, A.; Babazadeh, D.; Venzke, M.; Becker, C.; Fischer, K.; and Turau, V.: “Holistic simulation approach for optimal operation of smart integrated energy systems under consideration of resilience, economics and sustainability”. In Infrastructures, 6(11), 150. Go to publication (open access)
Hacker, I.; Schmidtke, F.; van der Velde, D.; Czyrnik, S.: “A framework to evaluate multi-use flexibility concepts simultaneously in a co-simulation environment and a cyber-physical laboratory”. In CIRED 2021 - The 26th International Conference and Exhibition on Electricity Distribution, pages 1692-1696. Go to publication (IEEE)

2020

R. Elshinawy, R.P. Ramirez, J.S. Schwarz, and S. Lehnhoff. “Structured Planning of Hardware and Software Co-simulation Testing of Smart Grids.” In Proceedings of the 10th International Conference on Simulation and Modeling Methodologies, Technologies and Applications (SIMULTECH), pp. 197–208. 2020. Go to publication
Melo, L.; Saraiva, F.; Leao, R.; Sampaio, R.; Giovanni, C,: “Mosaik and PADE : Multiagents and Co-simulation for smart grids modeling”. In Revista De Informatica Teorica E Aplicada, 27(2), 107–115. (in Spanish) Go to publication (open access)
Schiera, D.; Barbierato, L.; Lanzini A.; Borchiellini, R.; Pons, E.; Bompard, E.; Patti, E.; Macii, E.; Bottaccioli, L.: “A Distributed Platform for Multi-modelling Co-simulations of Smart Building Energy Behaviour” IEEE International Conference on Environment and Electrical Engineering and 2020 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe). Go to publication

2019

J.S. Schwarz, T. Witt, A. Nieße, J. Geldermann, S. Lehnhoff, and M. Sonnenschein, “Towards an Integrated Development and Sustainability Evaluation of Energy Scenarios Assisted by Automated Information Exchange”, In Smart Cities, Green Technologies, and Intelligent Transport Systems. SMARTGREENS 2017, VEHITS 2017, Communications in Computer and Information Science, vol 921. Springer, Cham, 2019, Go to publication
H. Neema, J. Sztipanovits, C. Steinbrink, T. Raub, B. Cornelsen, and S. Lehnhoff, “Simulation integration platforms for cyber-physical systems”, Proceedings of the Workshop on Design Automation for CPS and IoT (DESTION), 2019, Go to publication
J.S. Schwarz, R. Elshinawy, R.P. Ramírez Acosta, and S. Lehnhoff. “Ontological Integration of Semantics and Domain Knowledge in Hardware and Software Co-simulation of the Smart Grid.”, In Knowledge Discovery, Knowledge Engineering and Knowledge Management (Vol. 1297, pp. 283–301). Springer, 2019. Go to publication
Nebel-Wenner, M.; Reinhold, C.; Wille, F.; Nieße, A.; Sonnenschein, M.: “Distributed multi-objective scheduling of power consumption for smart buildings”. In Energy Informatics, 2 (Suppl 1). Go to publication (open access)
Binder, C.; Fischinger, M.; Altenhuber, L.; Draxler, D.; Lastro, G.; Neureiter, C.: “Enabling architecture based Co-Simulation of complex Smart Grid applications”. In Energy Informatics, 2 (Suppl 1). Go to publication (open access)
Pallonetto, F.; Mangina, E.; Milano, F.; Finn, D.: “SimApi, a smartgrid co-simulation software platform for benchmarking building control algorithms”. In SoftwareX, volume 7, pages 271-281. Go to publication (open access)
Wolgast, T.; Nieße, A.: “Towards modular composition of agent-based voltage control concepts”. In Energy Inform 2 (Suppl 1), 26. Go to publication (open access)

2018

C. Steinbrink, “Uncertainty Quantification for Modular Co-Simulation”, doctoral thesis, OLWIR, Oldenburg Computer Science Series, Bd. 43, Edewecht, 2018, Go to publication
C. Steinbrink, F. Schlögl, D. Babazadeh, S. Lehnhoff, S. Rohjans, and A. Narayan, “Future perspectives of co-simulation in the smart grid domain” 2018 IEEE International Energy Conference (ENERGYCON), IEEE, 2018. Go to publication (open access)
C. Steinbrink, C. Köhler, M. Siemonsmeier, and T. van Ellen, “Lessons learned from CPES co-simulation with distributed, heterogeneous systems”, Energy Informatics, vol. 1 (Suppl 1), 2018, Go to publication (open access)
T. Strasser, F. Pröstl Andrén, E. Widl, M. Blank, C. Steinbrink et al., “An integrated pan-European research infrastructure for validating smart grid systems”, CIGRE 2018, Elektrotechnik und Informationstechnik, vol. 135, issue 8, 2018, Go to publication

2017

C. Steinbrink, S. Lehnhoff, S. Rohjans et al., “Simulation-Based Validation of Smart Grids – Status Quo and Future Research Trends”, in Industrial Applications of Holonic and Multi-Agent Systems. (HoloMAS), Lecture Notes in Computer Science, vol 10444., Springer, Cham, 2017, Go to publication
P. Kotsampopoulos, N. Hatziargyriou, T. I. Strasser, C. Moyo, S. Rohjans, C. Steinbrink, S. Lehnhoff et al., “Validating Intelligent Power and Energy Systems – A Discussion of Educational Needs”, in Industrial Applications of Holonic and Multi-Agent Systems. (HoloMAS), Lecture Notes in Computer Science, vol 10444., Springer, Cham, 2017, Go to publication
Wang, K.; Siebers, P.; Robinson, D.: “Towards Generalized Co-simulation of Urban Energy Systems”. In Procedia Engineering, pages 366-374. Go to publication (open access)

2016

C. Steinbrink, S. Lehnhoff, and T. Klingenberg, “Ensemble-Based Uncertainty Quantification for Smart Grid Co-simulation,” International GI/ITG Conference on Measurement, Modelling, and Evaluation of Computing Systems and Dependability and Fault Tolerance. Springer International Publishing. 2016. Go to publication
C. Steinbrink and S. Lehnhoff, “Quantifying probabilistic uncertainty in smart grid co-simulation,” 2016 Workshop on Modeling and Simulation of Cyber-Physical Energy Systems (MSCPES). IEEE. 2016. Go to publication
F. Schloegl, M. Buescher, K. Diwold, S. Lehnhoff, L. Fischer, F. Zeilinger, and T. Gawron-Deutsch, “Performance testing Smart Grid applications using a distributed co-simulation approach,” in 42nd Annual Conference of Industrial Electronics Society, IECON 2016 (pp. 6305-6310). IEEE. 10 2016. Go to publication

2015

C. Steinbrink and S. Lehnhoff, “Challenges and necessity of systematic uncertainty quantification in smart grid co-simulation,” International Conference on Computer as a Tool (EUROCON 2015). IEEE. 2015. Go to publication
J. Dede, K. Kuladinithi, A. Förster, O. Nannen, and S. Lehnhoff, “OMNeT++ and mosaik: Enabling Simulation of Smart Grid Communications,” in arXiv preprint arXiv:1509.03067. 2015. Go to publication (open access)
S. Lehnhoff, O. Nannen, S. Rohjans, F. Schlögl, S. Dalhues, L. Robitzky, U. Häger, and C. Rehtanz, “Exchangeability of power ﬂow simulators in Smart Grid co–simulations with mosaik,” in IEEE Workshop on Modeling and Simulation of Cyber–Physical Energy Systems. IEEE/IES, 4 2015. Go to publication
M. Büscher, K. Piech, S. Lehnhoff, S. Rohjans, C. Steinbrink, J. Velasquez, F. Andren, and T. Strasser, “Towards Smart Grid system validation: Integrating the smartest and the SESA laboratories,” in 24th IEEE International Symposium on Industrial Electronics. IEEE/IES, 6 2015. Go to publication
M. Faschang, F. Kupzog, E. Widl, S. Rohjans, and S. Lehnhoff, “Requirements for real–time hardware integration into cyber–physical energy system simulation,” in IEEE Workshop on Modeling and Simulation of Cyber–Physical Energy Systems. IEEE/IES, 4 2015. Go to publication (open access)

2014

Harb, H.; Matthes, P.; Molitor, C.; Wolisz, H.; Monti, A.; Müller, D.: “Dual Demand Side Management: E.ON gGmbH Project: Project No. 30 Dual Demand Side Management”. Go to publication (open access)
J. Schwarz, “Adaptive State Estimation in Odysseus”, Master’s thesis. Go to publication (open access / in German)
M. Büscher, A. Claassen, M. Kube, S. Lehnhoff, K. Piech, S. Rohjans, S. Scherfke, C. Steinbrink, J. Velasquez, F. Tempez, and Y. Bouzid, “Integrated smart grid simulations for generic automation architectures with RT–LAB and mosaik,” in 5th IEEE International Conference on Smart Grid Communications. IEEE, 11 2014. Go to publication
S. Rohjans, S. Lehnhoff, and M. Büscher, “SESA–Lab: Gesamtsystemische Smart Grid Simulationen generischer Automatisierungsarchitekturen,” in VDE–Kongress 2014. VDE, 10 2014. Go to publication (open access)
Rohjans, S.; Widl, E.; Müller, W.; Schütte, S.; Lehnhoff, S.: “Gekoppelte Simulation komplexer Energiesysteme mittels MOSAIK und FMI (Co-Simulation of Complex Energy Systems with MOSAIK and FMI)”. at – Automatisierungstechnik, Band 62, Heft 5 (Mai 2014). Go to publication
Kosek, A.M.; Lünsdorf, O.; Scherfke, S.; Gehrke, O.; Rohjans, S.: “Evaluation of Smart Grid Control Strategies in co-simulation – Integration of IPSYS and mosaik”. 18th Power Systems Computation Conference, 2014. Go to publication

2013

Knies, J.; Schütte, S.: “EnerGeoPlan - Grid-aware Planning of Renewable Energies”. In Proceedings of the 26th International Cartographic Conference, 2013. Go to publication (open access)
Schütte, S.; Rohlfs, H.; Nieße, A.; Rohjans, S.: “OPC UA Compliant Coupling of Multi-Agent Systems and Smart Grid Simulations”. 39th Annual Conference of the IEEE Industrial Electronics Society, 2013. Go to publication