Dr. phil. Dipl.-Math. Friedrich Krebs

Wissenschaftlicher Mitarbeiter

Krebs, Friedrich
Telefon
+49 561 804-6141
E-Mail
Website
Dr. Friedrich Krebs
Standort
Wilhelmshöher Allee 73
34121 Kassel
Raum
WA-altes Gebäude (WA 73), ohne Raumangabe

Forschungsinteressen  (Dr. phil. Dipl.-Math. Friedrich Krebs)

Projekte  (Dr. phil. Dipl.-Math. Friedrich Krebs)

Publikationen  (Dr. phil. Dipl.-Math. Friedrich Krebs)

Vorträge  (Dr. phil. Dipl.-Math. Friedrich Krebs)

Forschungsinteressen

Agent-based modelling, simulation and optimisation approaches to energy systems, policy modelling and decision-support, empirically grounded diffusion models, sustainable behaviour in large populations

Projekte

Waermewende im urbanen Gebäudebestand mit Hilfe interaktiver Entscheidungsraumanalyse

08/2022 - 07/2025

Prof. Dr. rer. nat. Hoffmann, Clemens
Dr. Krebs, Friedrich; Dr. Holzhauer, Sascha; Digel, Ivan; Kaiser, Alwina

Das Projekt WAERMER soll Planungswerkzeuge weiterentwickeln und bereitstellen, die einerseits technisch umsetzbare, versorgungssichere, CO2-neutrale und kostenoptimale kommunale Wärmeversorgungsysteme aufzeigen, und andererseits die Präferenzen und Handlungsspielräume der Gebäudeeigentümer berücksichtigen. Für die dynamische Abbildung der individuellen Entscheidung werden im Projekt Gebäudeeigentümer zu relevanten Faktoren ihres Entscheidungsprozesses aus umweltpsychologischer Sicht befragt. In einem iterativen Prozess können dann sowohl Maßnahmen zur strategischen Anreizung erforderlicher individueller Investitionen erarbeitet und simulativ untersucht werden als auch Anpassungen der technisch optimalen Energiesystemarchitektur vorgenommen werden.

Publikationen

2023Holzhauer, S., Krebs, F., & Jansen, L. (2023). Dynamics of Individual Investments in Heating Technology. In F. Squazzoni (Ed.), Advances in Social Simulation (pp. 489–497). Cham: Springer Nature. https://doi.org/10.1007/978-3-031-34920-1_39
2021Holzhauer, S., & Krebs, F. (2021). Managing flexibility in the distribution grid. In Institution of Engineering and Technology (IET) (Ed.), 5th E-Mobility Power System Integration Symposium (EMOB 2021) (pp. 121–127). https://doi.org/10.1049/icp.2021.2514
2020Holzhauer, S., Krebs, F., Schön, A., & Braun, M. (2020). Using Prosumer Flexibility through a Direct Energy Market. In D. Schulz (Ed.), NEIS 2020 - Conference on Sustainable Energy Supply and Energy Storage Systems Hamburg, 14 – 15 September 2020 (pp. 255–260). Berlin: VDE-Verlag.
2020Holzhauer, S., Krebs, F., & Nölle, C. (2020). Simulating a Direct Energy Market: Products, Performance, and Social Influence. In H. Verhargen, M. Borit, G. Bravo, & N. Wijermans (Eds.), Advances in social simulation (pp. 233–238). Cham: Springer Nature Switzerland. https://doi.org/10.1007/978-3-030-34127-5_21
2019Prasanna, A., Holzhauer, S., & Krebs, F. (2019). Overview of machine learning and data-driven methods in agent-based modeling of energy markets. In D. K., G. K., L. M., & S. G. (Eds.), INFORMATIK 2019: 50 Jahre Gesellschaft für Informatik – Informatik für Gesellschaft. Bonn: Gesellschaft für Informatik e.V.. (pp. 571–584). https://doi.org/10.18420/inf2019_73
2019Nacken, L., Krebs, F., Fischer, T., & Hoffmann, C. (2019). Integrated renewable energy systems for Germany–A model-based exploration of the decision space. In IEEE (Ed.), 2019 16th International Conference on the European Energy Market (EEM) (pp. 1–8). IEEE. https://doi.org/10.1109/EEM.2019.8916442
2018Holzhauer, S., Krebs, F., Fischer, T., & Mackensen, R. (2018). Architekturmodelle und Datenkonzepte im multimodalen Energiesystem. https://doi.org/10.5281/zenodo.3072736
2017Krebs, F. (2017). An Empirically Grounded Model of Green Electricity Adoption in Germany: Calibration, Validation and Insights into Patterns of Diffusion. Journal of Artificial Societies and Social Simulation, 20(2), 1–24. https://doi.org/10.18564/jasss.3429
2017Krebs, F. (2017). Heterogeneity in individual adaptation action: Modelling the provision of a climate adaptation public good in an empirically grounded synthetic population. Journal of Environmental Psychology, (52), 119–135. https://doi.org/10.1016/j.jenvp.2016.03.006
2016Atzmüller, M., Ernst, A., Krebs, F., Flotmann-Scholz, C., Scholz, C., & Stumme, G. (2016). Formation and Temporal Evolution of Social Groups During Coffee Breaks. In M. Atzmueller, A. Chin, F. Janssen, I. Schweizer, & C. Trattner (Eds.), Postproceedings of the International Workshops MUSE & SenseML 2014, Nancy, France, and MSM 2014, Seoul, Korea (pp. 90–108). Heidelberg: Springer Verlag. https://doi.org/10.1007/978-3-319-29009-6_5
2014Atzmüller, M., Ernst, A., Krebs, F., Scholz, C., & Stumme, G. (2014). On the Evolution of Social Groups During Coffee Breaks. In International World Wide Web Conferences Steering Committee (Ed.), Proceedings of the Companion Publication of the 23rd International Conference on World Wide Web Companion (pp. 631–636). New York: ACM. https://doi.org/10.1145/2567948.2579234
2013Krebs, F. (2013). Decision-Making in Public Good Dilemmas: Theory and Agent-Based Simulation. CESR, Kassel. Retrieved from http://nbn-resolving.de/urn:nbn:de:hebis:34-2013051442711
2013Ernst, A., Krebs, F., Pansa, R., & Holzhauer, S. (2013). Klimaanpassung in der nordhessischen Bevölkerung: Individuelle Wahrnehmung, Bereitschaft zur Anpassung und kollektive Dynamiken. In A. Roßnagel (Ed.), Regionale Klimaanpassung. Herausforderungen – Lösungen – Hemmnisse: Umsetzungen am Beispiel Nordhessens (pp. 569–591). Kassel: Kassel University Press.
2013Holzhauer, S., Krebs, F., & Ernst, A. (2013). Considering baseline homophily when generating spatial social networks for agent-based modelling. Computational and Mathematical Organization Theory, 19, 128–150. https://doi.org/10.1007/s10588-012-9145-7
2013Roßnagel, A., Bauriedl, S., Hafner, S., Krebs, F., Mauritz, C., Pansa, R., Walther, M., & Weidlich, S. (2013). Evaluation der Governance-Innovationen in Nordhessen. In A. Roßnagel (Ed.), Regionale Klimaanpassung. Herausforderungen - Lösungen - Hemmnisse - Umsetzungen am Beispiel Nordhessens (pp. 687–720). Kassel: Kassell University Press.
2013Krebs, F., Holzhauer, S., & Ernst, A. (2013). Modelling the Role of Neighbourhood Support in Regional Climate Change Adaptation. Applied Spatial Analysis and Policy, 6, 305–331. https://doi.org/10.1007/s12061-013-9085-8
2012Holzhauer, S., Krebs, F., & Ernst, A. (2012). Investigating Dynamics of Networks on Opinion Dynamics. In University of Salzburg (Ed.), Proceedings of the 8th European Social Simulation Association Conference (pp. 285–289). Salzburg.
2012Briegel, R., Ernst, A., Holzhauer, S., Klemm, D., Krebs, F., & Martínez Piñánez, A. (2012). Social-ecological modelling with LARA: A psychologically well-founded lightweight agent architecture. In R. Seppelt, A. A. Voinov, S. Lange, & D. Bankamp (Eds.), International Congress on Environmental Modelling and Software 2012. Managing Resources of a Limited Planet: Pathways and Visions under Uncertainty. Sixth Biennial Meeting (p. TBD). Leipzig.
2011Holzhauer, S., Krebs, F., & Ernst, A. (2011). Considering baseline homophily when generating spatial social networks. In T. G. Kazakov D (Ed.), Proceedings of AISB  ’11: Social Networks and Multiagent Systems (pp. 20–26). York and UK: Society for the Study of Artificial Intelligence and the Simulation of Behaviour. Retrieved from http://www.usf.uni-kassel.de/cesr/index.php?option=com_remository&Itemid=141&func=fileinfo&id=147
2011Krebs, F., Holzhauer, S., & Ernst, A. (2011). Public Good Provision in Large Populations: The Case of Neighbourhood Support in Northern Hesse. In social simulation association E (Ed.), Proceedings of ESSA’11 (p. TBD). Montpellier.
2010Krebs, F., & Ernst, A. (2010). The interplay of social orientation and social conformity in neighbourhood support. In K. S. Ernst A (Ed.), Proceedings of the 3rd World Congress of Social Simulation (p. TBD).
2009Holzhauer, S., Krebs, F., & Ernst, A. (2009). A Regional, Spatially Explicit Agent-Based Model of Individual Acceptance of Climate Change Adaptation Measures. In Proceedings of the 6th Conference of the European Social Simulation Association (p. TBD). Retrieved from http://www.usf.uni-kassel.de/cesr/index.php?option=com_remository&Itemid=147&func=fileinfo&id=130
2008Krebs, F., Elbers, M., & Ernst, A. (2008). Comparing the impact of different compensation policies on collective land reclamation. In {European social simulation association} Squazzoni F (Ed.), Proceedings of ESSA’08 (p. TBD).
2008Krebs, F., Elbers, M., & Ernst, A. (2008). Modelling the social and economic dimensions of farmer decision making under conditions of water stress. In Lou{çc}}{ã} J (Ed.), 1st ICC Workshop on Complexity in Social Systems (p. TBD). Lisbon.
2007Krebs, F., Elbers, M., & Ernst, A. (2007). Modelling social and economic influences on the decision making of farmers in the Odra region. In F. {European social simulation association} Amblard (Ed.), Proceedings of the 4th European Social Simulation Association Conference (pp. 277–294). Toulouse: IRIT éd. Retrieved from http://www.usf.uni-kassel.de/cesr/index.php?option=com_remository&Itemid=119&func=fileinfo&id=108
2007Krebs, F., Zehnpfund, C., & Ernst, A. (2007). Dynamics of task oriented agent behaviour in multiple layer social networks. In S. D. Takahashi S (Ed.), Advancing Social Simulation: The First World Congress (pp. 319–330). Berlin: Springer Verlag. Retrieved from http://www.usf.uni-kassel.de/cesr/index.php?option=com_remository&Itemid=141&func=fileinfo&id=98
2002Simon, K.-H., Krebs, F., & Krebs, F. (2002). Die Rolle von Modellierungsansätzen bei der Erklärung, beim Verständnis und bei der Initiierung sozial-ökologischer Transformationen. In W. M. Balzer I (Ed.), Sozial-ökologische Forschung: Ergebnisse der Sondierungsprojekte aus dem BMBF-Förderschwerpunkt (pp. 389–407). München: ÖKOM-Verlag.
1997Krebs, F., & Bossel, H. (1997). Emergent value orientation in self-organization of an animat. Ecological Modelling, 96, 143–164. https://doi.org/10.1016/S0304-3800(96)00050-6

Vorträge / Workshops

09/2016The SPREAD model: Diffusion of green electricity in Germany
Krebs, Friedrich
“Social Simulation for the Energy Transition” associated to IST 2016 (www.ist2016.org)
Wuppertal Institut
09/2016A spatially explicit agent-based model of the diffusion of green electricity: Model setup and retrodictive validation
Krebs, Friedrich
The Eleventh Conference of the European Social Simulation Association
Groningen
10/2015Policy modelling with agents
Krebs, Friedrich
UBA Zukunftskolloquium „Strategische Vorausschau in der Politikberatung“
Bundesministerium für Umwelt, Naturschutz, Bau und Reaktorsicherheit, Berlin
09/2015Towards an empirical validation of spatial patterns of simulated innovation diffusion
Krebs, Friedrich
Eleventh Artificial Economics Conference
Porto
01/2015Psychologisch plausible und empirisch fundierte agentenbasierte Modelle: ein Beispiel aus dem Kontext der Klimaanpassung
Krebs, Friedrich
Workshop "Integration qualitativer Faktoren in Umwelt-­ und Energiemodellierung und -­simulation"
Stuttgart
09/2013The interaction of social conformity and social orientation in public good dilemmas
Krebs, Friedrich
9th European Social Simulation Association Conference
Warschau
06/2013A psychological model of neighbourhood support under climate change
Ernst, Andreas; Krebs, Friedrich
Workshop Public Good Provision, Decision Making, and the Environment
03/2013Modelling the provision of adaptation public goods: The case of neighbourhood support during heat waves
Krebs, Friedrich; Holzhauer, Sascha; Ernst, Andreas
1st European Climate Change Adaptation Conference
Hamburg
07/2012Social-ecological modelling with LARA: A psychologically well-founded lightweight agent architecture
Briegel, Ramón; Ernst, Andreas; Holzhauer, Sascha; Klemm, Daniel; Krebs, Friedrich; Martínez Piñánez, Aldo
International Congress on Environmental Modelling and Software
Leipzig
09/2011Individuelle Klimaanpassungsmaßnahmen im ökologisch-sozialen Dilemma
Pansa, Ramune; Krebs, Friedrich
13. Tagung der Fachgruppe Sozialpsychologie
09/2010The interplay of social orientation and social conformity in neighbourhood support
Krebs, Friedrich; Ernst, Andreas
3rd World Congress on Social Simulation
11/2010The influence of heterogeneous goal preferences on the social mobilization for neighborhood support
Krebs, Friedrich; Ernst, Andreas
Computational Social Science Society Conference
Tempe

Curriculum Vitae

since 2017Teamleiter am Fachgebiet Integrierte Energiesysteme
since 2017Wissenschaftlicher Mitarbeiter am Fraunhofer-Institut für Energiewirtschaft und Energiesystemtechnik, Kassel
2013Promotion in Computersimulation and Psychologie (Dr. phil.), Universität Kassel
2005 - 2017Wissenschaftlicher Mitarbeiter am Center for Environmental Systems Research (CESR), Kassel, Germany.
1995 - 2009Consultant System Analyse und Design, Datenbank Programmierung and Administration
1995Diplom in Mathematik und Informatik (Dipl.-Math.), Universität Kassel
1993 - 2000Database Programmierer, Administrator und Anwendungsentwickler (Oracle, PL/SQL, Oracle Developer) als Mitarbeiter und Freelancer am Institut für Solare Energieversorgungssysteme , Kassel
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