Publications


2023
Multivariate time series imputation for energy data using neural networks
Bülte, C.; Kleinebrahm, M.; Yilmaz, H. Ü.; Gómez-Romero, J.
2023. Energy and AI, 13, Artikl.Nr.: 100239. doi:10.1016/j.egyai.2023.100239 
2022
Wealth, Consumption, and Energy-Efficiency Investments
Britto, A.; Dehler-Holland, J.; Fichtner, W.
2022. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000152410 Full textFull text of the publication as PDF document 
Steelmaking Technology and Energy Prices: The Case of Germany
Britto, A.; Kraft, E.; Dehler-Holland, J.
2022. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000153214 Full textFull text of the publication as PDF document 
Power-to-gas: Decarbonization of the European electricity system with synthetic methane
Yilmaz, H. Ü.; Kimbrough, S. O.; van Dinther, C.; Keles, D.
2022. Applied Energy, 323, Art.-Nr.: 119538. doi:10.1016/j.apenergy.2022.119538 
High-resolution real-world electricity data from three microgrids in the global south
Luh, M.; Phipps, K.; Britto, A.; Wolf, M.; Lutz, M.; Kraft, J.
2022. e-Energy ’22: Proceedings of the Thirteenth ACM International Conference on Future Energy Systems, 496–514, Association for Computing Machinery (ACM). doi:10.1145/3538637.3539763 Full textFull text of the publication as PDF document 
High-Resolution Real-World Electricity Data from Three Microgrids in the Global South
Luh, M.; Phipps, K.; Britto, A.; Wolf, M.; Lutz, M.; Kraft, J.
2022, May 23. doi:10.5445/IR/1000143466 
Assessing technology legitimacy with topic models and sentiment analysis – The case of wind power in Germany
Dehler-Holland, J.; Okoh, M.; Keles, D.
2022. Technological forecasting and social change, 175, Art. Nr.: 121354. doi:10.1016/j.techfore.2021.121354 Full textFull text of the publication as PDF document 
Letter to the editor: Discussion of proposed t -statistic in "ppcor: An R Package for a fast calculation to semi-partial correlation coefficients," CSAM 2015; 22:665-674
Britto, A.
2022. Communications for Statistical Applications and Methods, 29 (3), 393–396. doi:10.29220/CSAM.2022.29.3.393 
High-Resolution Real-World Electricity Data from Three Microgrids in the Global South
Luh, M.; Phipps, K.; Britto, A.; Wolf, M.; Lutz, M.; Kraft, J.
2022. ACM Digital Library. doi:10.5445/IR/1000144567 Full textFull text of the publication as PDF document 
Evaluation of photovoltaic storage systems on energy markets under uncertainty using stochastic dynamic programming
Keles, D.; Dehler-Holland, J.
2022. Energy economics, 106, Art.-Nr.: 105800. doi:10.1016/j.eneco.2021.105800 Full textFull text of the publication as PDF document 
2021
A regional cross-border approach to the energy transition
Gavrilut, I.; Kytzia, F.; Izmailova, K.; Najjar, Z.; Koch, B.; Guevara-Luna, M. A.; Barth, A.; Clappier, A.; Blond, N.; Miocic, J.; Dehler-Holland, J.; Canaan, B.
2021. Cross-Border Renewable Energy Transitions. Ed.: P. Hamann, 35–65, Routledge. doi:10.4324/9781003199977-3 
Urbanisation and renewable energies in ASEAN: multi-disciplinary approaches to analysing past and future trends. PhD dissertation
Khuong, P. M.
2021, November 16. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000139888 Full textFull text of the publication as PDF document 
Optimal Investment in Energy Efficiency as a Problem of Growth-Rate Maximisation : Evidence and Policy Implications
Britto, A.; Dehler-Holland, J.
2021. eceee 2021 Summer Study on energy efficiency : a new reality?, 855–864, European Council for an Energy Efficient Economy (eceee) Full textFull text of the publication as PDF document 
Analyzing decarbonization strategies for Europe with advanced energy system modeling. PhD dissertation
Yilmaz, H. Ü.
2021, May 18. Karlsruher Institut für Technologie (KIT) 
A statistical approach to identify asynchronous extreme events for multi-regional energy system models
Khuong, P. M.; Yilmaz, H. Ü.; McKenna, R.; Keles, D.
2021. International journal of energy sector management, 15 (2), 352–384. doi:10.1108/IJESM-11-2019-0010 
Optimal Investment in Energy Efficiency as a Problem of Growth Rate Maximisation
Britto, A.; Dehler-Holland, J.; Fichtner, W.
2021. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000130464 Full textFull text of the publication as PDF document 
Topic Modeling Uncovers Shifts in Media Framing of the German Renewable Energy Act
Dehler-Holland, J.; Schumacher, K.; Fichtner, W.
2021. Patterns, 2, 100169. doi:10.1016/j.patter.2020.100169 Full textFull text of the publication as PDF document 
A survey on the user acceptance of PV battery storage systems
Fett, D.; Dehler-Holland, J.; Schmutz, M.
2021. NachhaltigkeitsManagementForum = Sustainability Management Forum, 29, 161–171. doi:10.1007/s00550-021-00513-9 Full textFull text of the publication as PDF document 
The Legitimacy of Wind Power in Germany
Dehler-Holland, J.; Okoh, M.; Keles, D.
2021. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000128597 Full textFull text of the publication as PDF document 
2020
Improving the performance of solving large scale mixed-integer energy system models by applying the fix-and-relax method
Yilmaz, H. U.; Mainzer, K.; Keles, D.
2020. 17th International Conference on the European Energy Market, EEM 2020, Stockholm, Sweden, 16 - 18 September 2020, 9221934. doi:10.1109/EEM49802.2020.9221934 
Cross-border Effects in Interconnected Electricity Markets - An Analysis of the Swiss Electricity Prices
Keles, D.; Dehler-Holland, J.; Densing, M.; Panos, E.; Hack, F.
2020. Energy economics, 90, Art.-Nr. 104802. doi:10.1016/j.eneco.2020.104802 Full textFull text of the publication as PDF document 
Greenhouse gas emissions of electric vehicles in Europe considering different charging strategies
Xu, L.; Yilmaz, H. Ü.; Wang, Z.; Poganietz, W.-R.; Jochem, P.
2020. Transportation research / D, 87, Article: 102534. doi:10.1016/j.trd.2020.102534 
Willingness to pay for residential PV: reconciling gaps between acceptance and adoption
Khuong, P. M.; Scheller, F.; McKenna, R.; Keles, D.; Fichtner, W.
2020. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000124530 Full textFull text of the publication as PDF document 
A cost-effective and transferable methodology for rooftop PV potential assessment in developing countries
Khuong, P. M.; McKenna, R.; Fichtner, W.
2020. Energies, 13 (10), Article No.2501. doi:10.3390/en13102501 Full textFull text of the publication as PDF document 
Decarbonisation through coal phase-out in Germany and Europe — Impact on Emissions, electricity prices and power production
Keles, D.; Yilmaz, H. Ü.
2020. Energy policy, 141, Article-No.111472. doi:10.1016/j.enpol.2020.111472 
2019
Impact of electric trucks powered by overhead lines on the European electricity system and CO2 emissions
Plötz, P.; Gnann, T.; Jochem, P.; Yilmaz, H. Ü.; Kaschub, T.
2019. Energy policy, 130, 32–40. doi:10.1016/j.enpol.2019.03.042 
Impact of electric trucks powered by overhead lines on the European electricity system and CO2 emissions
Plötz, P.; Gnann, T.; Jochem, P.; Yilmaz, H. Ü.; Kaschub, T.
2019. Energy policy, 130, 32–40 
Reducing energy time series for energy system models via self-organizing maps
Yilmaz, H. Ü.; Fouché, E.; Dengiz, T.; Krauß, L.; Keles, D.; Fichtner, W.
2019. Information technology, 61 (2-3), 125–133. doi:10.1515/itit-2019-0025 
The EEG-attention cycle and the diffusion of solar energy technologies
Dehler, J.; Henni, S.; Keles, D.; Fichtner, W.
2019. Proceedings of the KSS Research Workshop: a Selection of Talks and Presentations on Designing the Digital Transformation. Ed.: S. Morana, 1–9, Karlsruher Institut für Technologie (KIT) 
Analyzing drivers of renewable energy development in Southeast Asia countries with correlation and decomposition methods
Khuong, P. M.; McKenna, R.; Fichtner, W.
2019. Journal of cleaner production, 213, 710–722. doi:10.1016/j.jclepro.2018.12.192 
Dekarbonisierung des Energiesystems durch verstärkten Einsatz erneuerbaren Stroms im Wärme-, Verkehrs- und Industriesektor bei gleichzeitigen Stilllegungen von Kraftwerken – Auswirkungen auf die Versorgungssicherheit in Süddeutschland
Hartel, R.; Slednev, V.; Yilmaz, H. Ü.; Ardone, A.; Keles, D.; Fichtner, W.; Eßer, A.; Klobasa, M.; Kühnbach, M.; Manz, P.; Globisch, J.; Elsland, R.; Wietschel, M.
2019. KIT Scientific Publishing. doi:10.5445/KSP/1000087897 Full textFull text of the publication as PDF document 
2018
Analysis of the power-to-heat potential in the European energy system
Yilmaz, H. Ü.; Keles, D.; Chiodi, A.; Hartel, R.; Mikulić, M.
2018. Energy strategy reviews, 20, 6–19. doi:10.1016/j.esr.2017.12.009 
Impact of different market designs in the CWE market area on electricity prices and on the competitiveness of Swiss hydropower (PowerDesign)
Zimmermann, F.; Densing, M.; Keles, D.; Dehler, J.; Hack, F.; Fichtner, W.
2018. Swiss Federal Office of Energy SFOE. doi:10.5445/IR/1000093980 Full textFull text of the publication as PDF document 
Auswirkungen eines möglichen Kohleausstiegs im Vereinigten Königreich und in Deutschland auf den Strommix und die CO2-Emmissonen in Europa
Yilmaz, H. Ü.; Keles, D.; Bchini, Q.; Hartel, R.; Fichtner, W.
2018. Ideen und Innovationen für die Energie von morgen : Wissenschaftliche Beiträge des KIT zu den Jahrestagungen 2014, 2016 und 2017 des KIT-Zentrums Energie. Hrsg.: W. Breh, 59–66, KIT Scientific Publishing. doi:10.5445/IR/1000085366 Full textFull text of the publication as PDF document 
2017
Analysis of the potential for Power-to-Heat/Cool applications to increase flexibility in the European electricity system until 2030
Yilmaz, H. Ü.; Hartel, R.; Keles, D.; McKenna, R.; Fichtner, W.; Mikulić, M.; Balić, D.; Jakšić, D.; Chiodi, A.; De Miglio, R.; Gargiulo, M.; Faure, A.
2017. INSIGHT_E Full textFull text of the publication as PDF document 
PERSEUS - EU Generation and expansion planning optimization model for the European energy system
Yilmaz, H. Ü.; Keles, D.
2017. REEM - Energy Systems Modelling Project 
Self-consumption of electricity from renewable sources
Dehler, J.; Keles, D.; Telsnig, T.; Fleischer, B.; Baumann, M.; Fraboulet, D.; Faure-Schuyer, A.; Fichtner, W.
2017. Europe’s energy transition : insights for policy making, 225–236, Elsevier. doi:10.1016/B978-0-12-809806-6.00027-4 
2016
Impacts of a UK and German coal phase-out on the electricity mix and CO₂ emissions in Europe
Yilmaz, H. Ü.; Bchini, Q.; Keles, D.; Hartel, R.; Fichtner, W.; Mikulić, M.; Jakšić, D.
2016. doi:10.5445/IR/1000087888 Full textFull text of the publication as PDF document 
An analysis of long-term impacts of demand response on investments in thermal power plants and generation adequacy
Zimmermann, F.; Bublitz, A.; Keles, D.; Dehler, J.; Fichtner, W.
2016. 2016 13th International Conference on the European Energy Market (EEM), Porto, Portugal, 6th - 9th June 2016, 1–5, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/EEM.2016.7521216 
Der Einfluss der Nachbarländer auf den Schweizer Strommarkt
Dehler, J.; Zimmermann, F.; Keles, D.; Fichtner, W.
2016. Proceedings des 14. Symposium Energieinnovationen, 10.02. - 12.02.2016, Graz, Österreich Full textFull text of the publication as PDF document 
2015
Analysing RES support mechanisms in the EU post-2020
Shivakumar, A.; Badouard, T.; Olivera, D. M. de; Dehler, J.; Pye, S.; Welsch, M.
2015. INSIGHT_E - An Energy think tank informing the European Commission Full textFull text of the publication as PDF document 
Exploring the strengths and weaknesses of European innovation capacity within the Strategic Energy Technologies (SET) Plan
Drmac, I.; Jakšic, D.; Karadža, N.; Kunze, R.; Dehler, J.; De Miglio, R.; Shivakumar, A.; Beltramo, A.; Romero Nevado, M.; Welsch, M.; Basslim, M.; Lojanica, M.; Dobbins, A.
2015. INSIGHT_E - An Energy think tank informing the European Commission Full textFull text of the publication as PDF document 
Self-consumption of electricity from renewable sources
Dehler, J.; Keles, D.; Telsnig, T.; Fleischer, B.; Baumann, M.; Fraboulet, D.; Faure, A.; Fichtner, W.
2015. INSIGHT_E - An Energy think tank informing the European Commission Full textFull text of the publication as PDF document 
2014
Modelling the effect of the Ecodesign and Labelling directives – Bottom-up analysis of EU-27 residential electricity use
Braungardt, S.; Elsland, R.; Dehler, J.
2014. Proceedings of the International Energy Policy and Programme Evaluation Conference (IEPPEC) 2014, Sept 09th-11th, Berlin., IEPEC Full textFull text of the publication as PDF document