Pareto local search for a multi-objective demand response problem in residential areas with heat pumps and electric vehicles
Dengiz, T.; Raith, A.; Kleinebrahm, M.; Vogl, J.; Fichtner, W.
2025. Energy, 335, 138063. doi:10.1016/j.energy.2025.138063

Imitation learning with artificial neural networks for demand response with a heuristic control approach for heat pumps
Dengiz, T.; Kleinebrahm, M.
2024. Energy and AI, 18, Art.-Nr.: 100441. doi:10.1016/j.egyai.2024.100441

Coordinated price-based control of modulating heat pumps for practical demand response and peak shaving in building clusters
Langner, F.; Kovačević, J.; Zwickel, P.; Dengiz, T.; Frahm, M.; Waczowicz, S.; Çakmak, H. K.; Matthes, J.; Hagenmeyer, V.
2024. Energy and Buildings, 324, 114940. doi:10.1016/j.enbuild.2024.114940

Imitation learning with artificial neural networks for demand response with a heuristic control approach for heat pumps
Dengiz, T.; Kleinebrahm, M.
2024. arxiv. doi:10.48550/arXiv.2407.11561

Pareto local search for a multi-objective demand response problem in residential areas with heat pumps and electric vehicles
Dengiz, T.; Raith, A.; Kleinebrahm, M.; Vogl, J.; Fichtner, W.
2024. arxiv. doi:10.48550/arXiv.2407.11719

Input and result data for the paper "Imitation learning with artificial neural networks for demand response with a heuristic control approach for heat pumps"
Dengiz, T.; Kleinebrahm, M.
2024, June 28. doi:10.35097/JieKFMOeZgzCYGmh

Input data and result data for the paper "Pareto local search for a multi-objective demand response problem in residential areas with heat pumps and electric vehicles"
Dengiz, T.; Kleinebrahm, M.
2024, July 1. doi:10.35097/ZxeqNfKvVlQcjQAt

Occupant-oriented demand response with multi-zone thermal building control
Frahm, M.; Dengiz, T.; Zwickel, P.; Maaß, H.; Matthes, J.; Hagenmeyer, V.
2023. Applied Energy, 347, Art.-Nr.: 121454. doi:10.1016/j.apenergy.2023.121454

FlexKälte: Flexibilisierung vorhandener Kälteanlagen und deren optimierter Einsatz
Dengiz, T.; Frahm, M.; Hofacker, W.; Maaß, H.; Wilferth, M.; Wölfle, D.
2022, June 9. 3. Kongress ENERGIEWENDEBAUEN (2022), Wuppertal, Germany, June 9–10, 2022

Comparison of different methods of spatial disaggregation of electricity generation and consumption time series
Raventós, O.; Dengiz, T.; Medjroubi, W.; Unaichi, C.; Bruckmeier, A.; Finck, R.
2022. Renewable and Sustainable Energy Reviews, 163, Art.-Nr.: 112186. doi:10.1016/j.rser.2022.112186

Comparison of different methods of spatial disaggregation of electricity generation and consumption time series
Raventós, O.; Dengiz, T.; Medjroubi, W.; Unaichi, C.; Bruckmeier, A.; Finck, R.
2021. doi:10.5445/IR/1000137431

Optimization approaches for exploiting the load flexibility of electric heating devices in smart grids. PhD dissertation
Dengiz, T.
2021, April 14. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000131495

Demand response through decentralized optimization in residential areas with wind and photovoltaics
Dengiz, T.; Jochem, P.; Fichtner, W.
2021. Energy, 223, Art.-Nr.: 119984. doi:10.1016/j.energy.2021.119984

Demand response through decentralized optimization in residential areas with wind and photovoltaics
Dengiz, T.; Jochem, P.; Fichtner, W.
2020. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000118359

Decentralized optimization approaches for using the load flexibility of electric heating devices
Dengiz, T.; Jochem, P.
2020. Energy, 193, Article no: 116651. doi:10.1016/j.energy.2019.116651

Uncertainty handling control algorithms for demand response with modulating electric heating devices
Dengiz, T.; Jochem, P.; Fichtner, W.
2019. 2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe), Bucharest, RO, September 29 - October 2, 2019, Article no: 8905448, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ISGTEurope.2019.8905448

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

Impact of different control strategies on the flexibility of power-to-heat-systems
Dengiz, T.; Jochem, P.; Fichtner, W.
2018. Transforming Energy Markets : 41st IAEE International Conference, Groningen, Netherlands, 11th - 13th June, 2018, International Association for Energy Economics

Comparison of Multi-objective Evolutionary Optimization in Smart Building Scenarios
Braun, M.; Dengiz, T.; Mauser, I.; Schmeck, H.
2016. Applications of Evolutionary Computation (EvoApplications) : 19th European Conference, Proceedings Part 1, Porto, Portugal, 30th March - 1st April 2016. Ed.: G. Squillero, 443–458, Springer-Verlag. doi:10.1007/978-3-319-31204-0_29