Juniorprofessur für Energieinformatik


Description:

Die Juniorprofessur für Energieinformatik beschäftigt sich mit der Modellierung von elektrischen Energiesystemen zur Untersuchung verschiedener Szenarien für den Energieumstieg, mit der Integration von Elektrofahrzeugen und erneuerbaren Energien in das Stromnetz sowie mit der intelligenten Steuerung von Energiesystemen auf Haushalts- und Siedlungsebene. Dabei werden Simulations- und Optimierungsmodelle entwickelt sowie Methoden des Maschinellen Lernens (z.B. Reinforcement Learning) eingesetzt.

Address:
Martensstraße 3
91058 Erlangen


Related Project(s)


Control of energy systems based on self-learning algorithms
Prof. Dr.-Ing. Marco Pruckner
(16/05/2017)



Publications (Download BibTeX)


Ebell, N., Heinrich, F., Schlund, J., & Pruckner, M. (2018). Reinforcement Learning Control Algorithm for a PV-Battery-System Providing Frequency Containment Reserve Power. In 2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) (pp. 1-6). Aalborg, DK.
Bazan, P., Djanatliev, A., Lauer, C., Pruckner, M., & German, R. (2018). Rebalancing and Fleet Sizing of Mobility-on-Demand Networks with Combined Simulation, Optimization and Queueing Network Analysis. In M. Rabe, A. A. Juan, N. Mustafee, A. Skoogh, S. Jain, and B. Johansson (Eds.), Proceedings of the 2018 Winter Simulation Conference (pp. 1527-1538). Göteborg, SE: Piscataway, NJ, USA: IEEE Press.
Steber, D., Hübler, J., & Pruckner, M. (2018). A Comprehensive Electricity Market Model Using Simulation and Optimization Techniques. In M. Rabe, A. A. Juan, N. Mustafee, A. Skoogh, S. Jain, and B. Johansson (Eds.), Proceedings of 2018 Winter Simulation Conference. Göteborg: IEEE.
Ebell, N., & Pruckner, M. (2018). Coordinated Multi-Agent Reinforcement Learning for Swarm Battery Control. In 2018 IEEE Canadian Conference on Electrical Computer Engineering (CCECE) (pp. 1-4). Quebec Stadt, Quebec, CA.
Steber, D., Pruckner, M., Thurner, C., Burlacu, R., Graber, T., Deß, T.,... German, R. (2018). Combined Optimization, Simulation and Grid Analysis of the German Electrical Power System in an European Context (KOSiNeK) - Presentation of the research project and first results. In Proceedings of the Integration of Sustainable Energy Conference (ISEneC) 2018. Nürnberg, DE.
Schlund, J., Steinert, R., & Pruckner, M. (2018). Coordinating E-Mobility Charging for Frequency Containment Reserve Power Provision. In Proceedings of the Ninth International Conference on Future Energy Systems (pp. 556--563). Karlsruhe, Germany, DE: New York, NY, USA: ACM.
Steber, D., Hümmer, B., Gürtner, C., German, R., & Pruckner, M. (2018). Ein Regionenmodell zur Herleitung der lokalen elektrischen Residuallast und thermischen Last in Deutschland. In Udo Bachhiesl (Hrg.), Tagungsband 15. Symposium EnergieInnovation. Graz, AT.
Staub, S., Bazan, P., Braimakis, K., Müller, D., Regensburger, C., Scharrer, D.,... Karl, J. (2018). Reversible heat pump-organic rankine cycle systems for the storage of renewable electricity. Energies, 11(6). https://dx.doi.org/10.3390/en11061352
Dicke, P., Meyer, B., & Pruckner, M. (2017). Analysis of Various Charging Strategies for Electrified Public Bus Transport Utilizing a Lightweight Simulation Model. In Proceedings of the 1st E-Mobility Power System Integration Symposium. Berlin, DE.
Dicke, P., Meyer, B., & Pruckner, M. (2017). Electrification of Public Bus Transport under the Usage of Electricity Generated by Renewables. In 2017 2nd IEEE International Conference on Intelligent Transportation Engineering (ICITE) (pp. 314-319). Singapur, SG.
Steber, D., Pruckner, M., Bazan, P., & German, R. (2017). SWARM - Providing 1 MW PCR Power with Residential PV-Battery Energy Storage - Simulation and Empiric Validation. In Proceedings of the IEEE PowerTech 2017. Manchester, EU.
Steber, D., Seifert, G., Thurner, C., Pruckner, M., Luther, M., Martin, A., & German, R. (2017). KOSiNeK - Kombinierte Optimierung, Simulation und Netzanalyse des elektrischen Energiesystems Deutschlands im europäischen Kontext - Projektvorstellung und erste Ergebnisse. In VDI Wissensforum GmbH (Hrg.), VDI-Berichte 2303 (pp. 3-16). Würzburg, DE: Düsseldorf: VDI Verlag GmbH.
Pruckner, M., German, R., & Eckhoff, D. (2017). Spatial and Temporal Charging Infrastructure Planning Using Discrete Event Simulation. In 2017 Annual ACM Conference on SIGSIM Principles of Advanced Discrete Simulation (SIGSIM-PADS '17) (pp. 249-257). Singapore, SG: Singapore: Association for Computing Machinery, Inc.
Pruckner, M. (2016). Modeling the Impact of Electrical Energy Storage Systems on Future Power Systems. In Electrical Power and Energy Conference (EPEC), 2016 IEEE (pp. 1-7). Ottawa (Canada).
Pruckner, M. (2015). Ein Simulationsmodell für den Energieumstieg in Bayern (Dissertation).
Pruckner, M., Eckhoff, D., & German, R. (2014). Modeling Country-Scale Electricity Demand Profiles. In Winter Simulation Conference (WSC '14) (pp. 1084-1095). Savannah, GA, USA.
Pruckner, M., & German, R. (2014). Modeling and Simulation of Electricity Generated by Renewable Energy Sources for Complex Energy Systems. In Proceedings of the 47th Annual Simulation Symposium (ANSS '14) (pp. 25-33). Tampa (USA): The Society for Modeling and Simulation International.
Pruckner, M., & German, R. (2013). A Hybrid Simulation Model for Large-Scaled Electricity Generation Systems. In Proceedings of the 2013 Winter Simulation Conference (pp. 1881-1892). Washington DC, USA.

Last updated on 2019-26-04 at 10:25