mosaik — Publications

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

  • Ofenloch, A.; Schwarz, J.S.; Tolk, D.; Brandt, T.; Eilers, R.; Ramirez, R.; Raub, T. and Lehnhoff, S.: “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 (open access)
  • Schulte, E.; Balduin, S.: “Tiered Durations: Scheduling at Differing Time Resolutions”. European Simulation and Modelling Conference 2024 (ESM 2024), San Sebastian, Spain. Go to publication (open access)

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.

2025

  • Kilian, P., Wiesner, P. & Keo, O., Choosing the Right Battery Model for Data Center Simulations, In 1st International Workshop on Low Carbon Computing (LOCO). Glasgow, Scotland, UK. 2025. Go to publication
  • Vereno, D., Lugmair, M., Gross, J.-A., Leeb, M. & Neureiter, C., Using Co-Simulation to Capture Sector Coupling Dynamics in Low-Temperature Anergy Systems, In 2025 IEEE Green Technologies Conference (GreenTech). Wichita, KS, USA: IEEE, pp. 41–45. 2025. Go to publication

2024

  • Mazzarino, P.R., Capone, M., Guelpa, E., Bottaccioli, L., Verda, V. & Patti, E., A Modular Co-Simulation Platform for Comparing Flexibility Solutions in District Heating under Variable Operating Conditions, IEEE Transactions on Sustainable Computing, pp.1–10. 2024. Go to publication
  • Wegkamp, C., Wagner, H., Niehs, E., Essers, J., Lüdecke, M., Hadlak, M. & Engel, B., eELib: Open-source Model Library for Prosumer Power Systems and Energy Management Strategies, In 2024 Open Source Modelling and Simulation of Energy Systems (OSMSES). pp. 1–6. 2024. Go to publication
  • Schwarz, J.S., Perez, L.E.R., Pham, M.C., Heussen, K. & Tran, Q.T., A Toolbox for Design of Experiments for Energy Systems in Co-Simulation and Hardware Tests, In 2024 Open Source Modelling and Simulation of Energy Systems (OSMSES). pp. 1–7. 2024. Go to publication
  • Alsharif, S., Valko, D., Huxoll, N., Wibbeke, J., Grimm, T. & Brand, M., Co-Simulation Analysis for Large-Scale Electrolysers Integration in Electricity Grids, In European Simulation and Modelling Conference 2024 (ESM 2024). San Sebastian, Spain. 2024. Go to publication
  • Barbierato, L., Salvatore Schiera, D., Orlando, M., Lanzini, A., Pons, E., Bottaccioli, L. & Patti, E., Facilitating Smart Grids Integration Through a Hybrid Multi-Model Co-Simulation Framework, IEEE Access, 12, pp.104878–104897. 2024. Go to publication
  • Clausen, C.S.B., Lehnhoff, S., Schwarz, J.S., Jørgensen, B.N. & Ma, Z.G., Challenges in Transitioning from Co-simulation to Practical Application: A Case Study on Economic Emission Dispatch in a Greenhouse Compartment B. N. Jørgensen, Z. G. Ma, F. D. Wijaya, R. Irnawan, & S. Sarjiya, eds., Energy Informatics, 15271, pp.173–192. 2024. Go to publication
  • Frost, E., Radtke, M., Nebel-Wenner, M., Oest, F. & Stark, S., Cosima-Mango: Investigating Multi-Agent System Robustness through Integrated Communication Simulation, SoftwareX, 26, p.101667. 2024. Go to publication
  • Hammer, L., Veith, E.M. & Balduin, S., Comparing the Resilience of Optimized Hybrid Renewable Energy Systems, In The 2024 European Simulation and Modelling Conference (ESM 2024). 2024.
  • Kasturi, P., Torio, H. & Schwarz, J.S., Simulation of a Photovoltaic-Thermal (PV-T) Air Source Heat Pump (ASHP) System for Building Thermal Demands, In Proceedings of EuroSun 2024. Limassol, Cyprus: International Solar Energy Society, pp. 1–12. 2024. Go to publication
  • Peter, M., Vereno, D., Gross, J.-A. & Neureiter, C., Assessing the Suitability of Architectural Models for Generating Smart Grid Co-Simulations:, In Proceedings of the 13th International Conference on Smart Cities and Green ICT Systems. Angers, France: SCITEPRESS - Science and Technology Publications, pp. 38–45. 2024. Go to publication
  • Seiler, V., Moosbrugger, L., Huber, G. & Kepplinger, P., Assessing Model Predictive Control for Energy Communities’ Flexibilities, In Intelligente Energie-und Klimastrategien: Energie-Gebäude-Umwelt. Holzhausen. 2024. Go to publication
  • Sen, O., Pohl, C., Hacker, I., Stroot, M. & Ulbig, A., AI-based Attacker Models for Enhancing Multi-Stage Cyberattack Simulations in Smart Grids Using Co-Simulation Environments, In 2024 IEEE International Conference on Cyber Security and Resilience (CSR). pp. 68–75. 2024. Go to publication
  • Valko, D., Alsharif, S., Tolk, D. & Grimm, T., MASSCA: Scalable Multi-Agent System Framework for Smart Power Cell Co-Simulation, In European Simulation and Modelling Conference 2024 (ESM 2024). San Sebastian, Spain. 2024. Go to publication
  • Valko, D., Alsharif, S. & Tolk, D., An Open-Source Carbon Emissions Simulator for Smart Grid Co-Simulation Scenarios, In European Simulation and Modelling Conference 2024 (ESM 2024). San Sebastian, Spain. 2024. Go to publication

2023

  • Balduin, S., Veith, E.M.S.P. & Lehnhoff, S., Midas: An Open-Source Framework for Simulation-Based Analysis of Energy Systems, In G. Wagner, F. Werner, & F. De Rango, eds. Simulation and Modeling Methodologies, Technologies and Applications. Cham: Springer International Publishing, pp. 177–194. 2023. Go to publication
  • Fu, A., Saini, R., Koornneef, R., van der Meer, A., Palensky, P. & Cvetković, M., The Illuminator: An Open Source Energy System Integration Development Kit, In 2023 IEEE Belgrade PowerTech. pp. 1–5. 2023. Go to publication
  • Deutman, M., Addressing Voltage Sag Contribution of an Optimally Sized Industrial Hybrid Power System, 2023. Go to publication
  • 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, , pp.430–435. 2023. Go to publication
  • Veith, E., Balduin, S., Wenninghoff, N., Wolgast, T., Baumann, M., Winkler, D., Hammer, L., Salman, A., Schulz, M., Raeiszadeh, A., Logemann, T. & Wellßow, A., palaestrAI: A Training Ground for Autonomous Agents, 2023. Go to publication
  • Menzel, V., GroBhanten, K.O. & Remke, A., Evaluating a Process-Aware IDS for Smart Grids on Distributed Hardware, In 2023 IEEE International Conference on Cyber Security and Resilience (CSR). Venice, Italy: IEEE, pp. 418–425. 2023. Go to publication
  • Oest, F., Frost, E., Radtke, M. & Lehnhoff, S., Coupling OMNeT++ and Mosaik for Integrated Co-Simulation of ICT-Reliant Smart Grids, ACM SIGEnergy Energy Informatics Review, 3(1), pp.14–25. 2023. Go to publication
  • 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, Energies, 16(6), pp.1–16. 2023. Go to publication
  • Schmidtke, F., Fatemi, A., Offergeld, T., Hacker, I., Georgiev, B. & Ulbig, A., Evaluating Multi-Use Applications in a Co-Simulation Environment, In pp. 1–6. 2023. Go to publication
  • 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, 2023. Go to publication
  • Schwarz, Jan Soeren, Pham, Minh Cong, Tran, Quoc Tuan & Heussen, Kai, Scaling Analysis in a Multi-Energy System, In 2023 Asia Meeting on Environment and Electrical Engineering (EEE-AM). pp. 01–06. 2023. Go to publication
  • Speckamp, J., Developing a Robust Communication System for a Distributed IDS. Münster, 2023.
  • Vereno, D., Harb, J. & Neureiter, C., Paving the Way for Reinforcement Learning in Smart Grid Co-Simulation M. Masci, Paolo and Bernardeschi, Cinzia and Graziani, Pierluigi and Koddenbrock, Mario and Palmieri, ed., Software Engineering and Formal Methods. SEFM 2022 Collocated Workshops, pp.242–257. 2023. Go to publication
  • Wiesner, P., Behnke, I. & Kao, O., A Testbed for Carbon-Aware Applications and Systems, 2023. Go to publication
  • Wolgast, T., Wenninghoff, N., Balduin, S., Veith, E., Fraune, B., Woltjen, T. & Nieße, A., ANALYSE – Learning to Attack Cyber-Physical Energy Systems With Intelligent Agents, In pp. 1–9. 2023. Go to publication

2022

  • Al-Jazairi, H., Smart Grids Overreview and Their Operations. Istanbul, 2022.
  • Barbierato, L., Rando Mazzarino, P., Montarolo, M., Macii, A., Patti, E. & Bottaccioli, L., A Comparison Study of Co-Simulation Frameworks for Multi-Energy Systems: The Scalability Problem, Energy Informatics, 5(S4), p.53. 2022. Go to publication
  • Ferenz, S., Ofenloch, A., Penaherrera Vaca, F., Wagner, H., Werth, O., Breitner, M.H., Engel, B., Lehnhoff, S. & Nieße, A., An Open Digital Platform to Support Interdisciplinary Energy Research and Practice–-Conceptualization, Energies, 15(17), pp.1–17. 2022. Go to publication
  • Khayatian, F., Cai, H., Bojarski, A., Heer, P. & Bollinger, A., Benchmarking HVAC Controller Performance with a Digital Twin, EnerarXiv, 31, pp.1–6. 2022.
  • Laayati, O., Hadraoui, H.E., Guennoui, N., Bouzi, M. & Chebak, A., Smart Energy Management System : Design of a Smart Grid Test Bench for Educational Purposes, Energies, 15(2702). 2022. Go to publication
  • Mihal, P., Schvarcbacher, M., Rossi, B. & Pitner, T., Smart Grids Co-Simulations: Survey & Research Directions, Sustainable Computing: Informatics and Systems, 35. 2022. Go to publication
  • Niehaus, F., Fraune, B., Gritzan, G. & Sethmann, R., Modern ICT Network Simulator for Co-Simulations in Smart Grid Applications, In International Conference on Cyber Warfare and Security. pp. 227–236. 2022. Go to publication
  • Oest, F., Frost, E., Radtke, M. & Lehnhoff, S., Coupling OMNeT++ and Mosaik for Integrated Co-Simulation of ICT-reliant Smart Grids, , 1(1). 2022. Go to publication
  • Singh, R.S., 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 pp. 1–6. 2022. Go to publication
  • Talha Ibn Aziz, Towards Efficient Co-Simulation of Cyber-Physical Systems, 2022.
  • van der Meer, A.A., Schwarz, J.S. & Heussen, K., 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. 2022. Go to publication
  • Wagner, H., Peñaherrera, 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). pp. 33–41. 2022. Go to publication
  • Widl, E., Wild, C., Heussen, K., Rikos, E. & Hoang, T.-T., Comparison of Two Approaches for Modeling the Thermal Domain of Multi-Energy Networks, 2022. Go to publication
  • Widl, E., Cronbach, D., Sorknæs, P., Muschick, D., Fitó, J., Repetto, M., Ianakiev, A. & Ramousse, J., Expert Survey and Classification Oftools for Modeling and Simulating Hybrid Energy Networks, Sustainable Energy, Grids and Networks, 32, pp.1–14. 2022. Go to publication

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 Proceedings of the Twelfth ACM International Conference on Future Energy Systems. E-Energy ‘21. New York, NY, USA: Association for Computing Machinery, pp. 269–273. 2021. Go to publication
  • Barsanti, M., Schwarz, J.S., Gérard Constantin, L.G., Kasturi, P., Binder, C.R. & Lehnhoff, S., Socio-Technical Modeling of Smart Energy Systems: A Co-Simulation Design for Domestic Energy Demand, Energy Informatics, 4(3), p.12. 2021. Go to publication
  • Farrokhseresht, N., van der Meer, A.A., Torres, J.R. & van der Meijden, M.A.M.M., MOSAIK and FMI-based Co-Simulation Applied to Transient Stability Analysis of Grid-Forming Converter Modulated Wind Power Plants, Applied Sciences (Switzerland), 11(5), p.27. 2021. Go to publication
  • Hacker, I., Schmidtke, F., van der Velde, D. & Toni 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. pp. 1692–1696. 2021. Go to publication
  • Hoth, K., Steffen, T., Wiegel, B., Youssfi, A., Babazadeh, D., Venzke, M., Becker, C., Fischer, K. & Turau, V., Holistic Simulation Approach for Optimal Operation of Smart Integrated Energy Systems under Consideration of Resilience, Economics and Sustainability, Infrastructures, 6(11). 2021. Go to publication
  • Menzel, V., A Hierarchical Approach to Monitoring SCADA Networks, 2021.
  • Menzel, V., Hurink, J.L. & Remke, A., Securing SCADA Networks for Smart Grids via a Distributed Evaluation of Local Sensor Data, In 2021 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm). Aachen, Germany: IEEE, pp. 405–411. 2021. Go to publication
  • Poppenborg, R., Ruf, J., Chlosta, M., Liu, J., Hotz, C., Düpmeier, C. & Kolb, T., 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. Nashville, TN, USA: Association for Computing Machinery, pp. 1–7. 2021. Go to publication

2020

  • Elshinawy, R., Ramirez, R.P., Schwarz, J.S. & Lehnhoff, S., Structured Planning of Hardware and Software Co-simulation Testing of Smart Grids, In Proceedings Ofthe 10th International Conference on Simulation and Modeling Methodologies, Technologies and Applications. pp. 197–208. 2020. Go to publication
  • Melo, L.S., Saraiva, F., Leão, R.P.S., Sampaio, R.F. & Giovanni, C., Mosaik and PADE : Multiagents and Co-simulation for Smart Grids Modeling, , 27, pp.107–115. 2020. Go to publication
  • Schiera, D.S., Barbierato, L., Lanzini, A., Borchiellini, R. & Pons, E., Multi-Modeling Building Energy Simulation over MOSAIK Co-Simulation Infrastructure with FMI Integration, 2020. Go to publication

2019

  • Binder, C., Fischinger, M., Altenhuber, L., Draxler, D., Lastro, G. & Neureiter, C., Enabling Architecture Based Co-Simulation of Complex Smart Grid Applications, Energy Informatics, 2(1). 2019. Go to publication
  • Schwarz, J.S., Witt, T., Nieße, A., Geldermann, J., Lehnhoff, S. & Sonnenschein, M., Towards an Integrated Development and Sustainability Evaluation of Energy Scenarios Assisted by Automated Information Exchange, In B. Donnellan, C. Klein, M. Helfert, O. Gusikhin, & A. Pascoal, eds. Smart Cities, Green Technologies, and Intelligent Transport Systems. Cham: Springer International Publishing, pp. 3–26. 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, Energy Informatics, 2(S1), pp.1–19. 2019. Go to publication
  • Neema, H., Sztipanovits, J., Steinbrink, C., Raub, T., Cornelsen, B. & Lehnhoff, S., Simulation Integration Platforms for Cyber-Physical Systems, In Proceedings of the Workshop on Design Automation for CPS and IoT. Montreal Quebec Canada: ACM, pp. 10–19. 2019. Go to publication
  • Pallonetto, F., Mangina, E., Milano, F. & Finn, D.P., SimApi, a Smartgrid Co-Simulation Software Platform for Benchmarking Building Control Algorithms, SoftwareX, 9, pp.271–281. 2019. Go to publication
  • Schwarz, J.S. & Lehnhoff, S., Ontological Integration of Semantics and Domain Knowledge in Energy Scenario Co-Simulation, In IC3K 2019 - Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. pp. 127–136. 2019. Go to publication
  • Wolgast, T. & Nieße, A., Towards Modular Composition of Agent-Based Voltage Control Concepts, Energy Informatics, 2(S1), p.26. 2019. Go to publication

2018

  • Bremer, J. & Lehnhoff, S., Using the Co-Simulation Mosaik for Teaching Energy Informatics, Nachhaltige Betriebliche Umweltinformationssysteme, pp.153–164. 2018. Go to publication
  • Chromik, J.J., Remke, A. & Haverkort, B.R., An Integrated Testbed for Locally Monitoring SCADA Systems in Smart Grids, Energy Informatics, 1(1), p.56. 2018. Go to publication
  • Steinbrink, C., Schlogl, F., Babazadeh, D., Lehnhoff, S., Rohjans, S. & Narayan, A., Future Perspectives of Co-Simulation in the Smart Grid Domain, In 2018 IEEE International Energy Conference, ENERGYCON 2018. pp. 1–6. 2018. Go to publication
  • Steinbrink, C., Köhler, C., Siemonsmeier, M. & Van Ellen, T., Lessons Learned from CPES Co-Simulation with Distributed, Heterogeneous Systems, Energy Informatics, 1(S1), p.38. 2018. Go to publication
  • Strasser, T.I., Pröstl Andrén, F., Widl, E., Lauss, G., De Jong, E.C.W., Calin, M., Sosnina, M., Khavari, A., Rodriguez, J.E., Kotsampopoulos, P., Blank, M., Steinbrink, C., Mäki, K., Kulmala, A., Van Der Meer, A., Bhandia, R., Brandl, R., Arnold, G., Sandroni, C., Pala, D., Morales Bondy, D.E., Heussen, K., Gehrke, O., Coffele, F., Tran, Q.-T., Rikos, E., Nguyen, V.H., Orue, I., Degefa, M.Z. & Manikas, S., An Integrated Pan-European Research Infrastructure for Validating Smart Grid Systems, e & i Elektrotechnik und Informationstechnik, 135(8), pp.616–622. 2018. Go to publication

2017

  • Kotsampopoulos, P., Hatziargyriou, N., Strasser, T.I., Moyo, C., Rohjans, S., Steinbrink, C., Lehnhoff, S., Palensky, P., van der Meer, A.A., Morales Bondy, D.E., Heussen, K., Calin, M., Khavari, A., Sosnina, M., Rodriguez, J.E. & Burt, G.M., Validating Intelligent Power and Energy Systems – a Discussion of Educational Needs, In V. Mařík, W. Wahlster, T. Strasser, & P. Kadera, eds. Industrial Applications of Holonic and Multi-Agent Systems. Cham: Springer International Publishing, pp. 200–212. 2017. Go to publication
  • Chromik, J.J., Pilch, C., Brackmann, P., Duhme, C., Everinghoff, F., Giberlein, A., Teodorowicz, T., Wieland, J., Haverkort, B.R. & Remke, A., Context-Aware Local Intrusion Detection in SCADA Systems: A Testbed and Two Showcases, In 2017 IEEE International Conference on Smart Grid Communications (SmartGridComm). pp. 467–472. 2017. Go to publication
  • Steinbrink, C., A Non-Intrusive Uncertainty Quantification System for Modular Smart Grid Co-Simulation, 2017.
  • Steinbrink, C., Lehnhoff, S., Rohjans, S., Strasser, T.I., Widl, E., Moyo, C., Lauss, G., Lehfuss, F., Faschang, M., Palensky, P., van der Meer, A.A., Heussen, K., Gehrke, O., Guillo-Sansano, E., Syed, M.H., Emhemed, A., Brandl, R., Nguyen, V.H., Khavari, A., Tran, Q.T., Kotsampopoulos, P., Hatziargyriou, N., Akroud, N., Rikos, E. & Degefa, M.Z., Simulation-Based Validation of Smart Grids – Status Quo and Future Research Trends, In Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Cham: Springer International Publishing, pp. 171–185. 2017. Go to publication
  • Wang, K., Siebers, P.O. & Robinson, D., Towards Generalized Co-simulation of Urban Energy Systems, Procedia Engineering, 198(September 2016), pp.366–374. 2017. Go to publication

2016

  • Schloegl, F., Buescher, M., Diwold, K., Lehnhoff, S., Fischer, L., Zeilinger, F. & Gawron-Deutsch, T., Performance Testing Smart Grid Applications Using a Distributed Co-Simulation Approach, In IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society. pp. 6305–6310. 2016. Go to publication
  • Rehtanz, C. & Guillaud, X., Real-Time and Co-Simulations for the Development of Power System Monitoring, Control and Protection, In 19th Power Systems Computation Conference, PSCC 2016. IEEE, pp. 1–20. 2016. Go to publication
  • Steinbrink, C., Lehnhoff, S. & Klingenberg, T., Ensemble-Based Uncertainty Quantification for Smart Grid Co-Simulation, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9629, pp.199–202. 2016. Go to publication
  • Steinbrink, C. & Lehnhoff, S., Quantifying Probabilistic Uncertainty in Smart Grid Co-Simulation, 2016 Workshop on Modeling and Simulation of Cyber-Physical Energy Systems, MSCPES 2016 - Held as Part of CPS Week, Proceedings. 2016. Go to publication

2015

  • Faschang, M., Kupzog, F., Widl, E., Rohjans, S. & Lehnhoff, S., Requirements for Real-Time Hardware Integration into Cyber-Physical Energy System Simulation, In 2015 Workshop on Modeling and Simulation of Cyber-Physical Energy Systems (MSCPES). pp. 1–6. 2015. Go to publication
  • Büscher, M., Piech, K., Lehnhoff, S., Rohjans, S., Steinbrink, C., Velasquez, J., Andrén, F. & Strasser, T., Towards Smart Grid System Validation: Integrating the SmartEST and the SESA Laboratories, In 2015 IEEE 24th International Symposium on Industrial Electronics (ISIE). pp. 1144–1150. 2015. Go to publication
  • Dede, J., Kuladinithi, K., Förster, A., Nannen, O. & Lehnhoff, S., OMNeT++ and Mosaik: Enabling Simulation of Smart Grid Communications, , pp.1–4. 2015. Go to publication
  • Lehnhoff, S., Nannen, O., Rohjans, S., Schlogl, F., Dalhues, S., Robitzky, L., Hager, U. & Rehtanz, C., Exchangeability of Power Flow Simulators in Smart Grid Co-Simulations with Mosaik, 2015 Workshop on Modeling and Simulation of Cyber-Physical Energy Systems, MSCPES 2015 - Held as Part of CPS Week, Proceedings. 2015. Go to publication
  • Steinbrink, C. & Lehnhoff, S., Challenges and Necessity of Systematic Uncertainty Quantification in Smart Grid Co-Simulation, Proceedings - EUROCON 2015. 2015. Go to publication

2014

  • Brosig, S., Entwicklung Eines Smart Grid Data-Warehouse-Systems, 2014.
  • Büscher, M., Claassen, A., Kube, M., Lehnhoff, S., Piech, K., Rohjans, S., Scherfke, S., Steinbrink, C., Velasquez, J., Tempez, F. & Bouzid, Y., Integrated Smart Grid Simulations for Generic Automation Architectures with RT-LAB and Mosaik, In 5th IEEE International Conference on Smart Grid Communications. IEEE, pp. 194–199. 2014. Go to publication
  • 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, Aachen, 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, (4). 2014. Go to publication
  • Rohjans, S., Widl, E., Müller, W., Schütte, S. & Lehnhoff, S., Gekoppelte Simulation Komplexer Energiesysteme Mittels MOSAIK Und FMI, Automatisierungstechnik, 62(5), pp.325–336. 2014. Go to publication
  • Schwarz, J.S., Adaptive State Estimation in Odysseus, 2014.
  • Rohjans, S., Lehnhoff, S. & Büscher, M., SESA-lab: Gesamtsystemische Smart Grid Simulationen Generischer Automatisierungsarchitekturen, In VDE-kongress 2014. VDE. 2014. Go to publication

2013

  • Schütte, S., Nieße, A., Rohjans, S. & Rohlfs, H., OPC UA Compliant Coupling of Multi-Agent Systems and Smart Grid Simulations, In IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society. pp. 7576–7581. 2013. Go to publication
  • Knies, J. & Schütte, S., EnerGeoPlan Grid-aware Planning of Renewable Energies, 26th International Cartographic Conference. 2013. Go to publication

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