Marcel Lüdecke, M.Sc.

Room:	NordLB: 110
Telephone:	+49 531 391 9726
Telefax:	+49 531 391 8106
E-Mail:
Officehours:	jederzeit nach Vereinbarung
Workgroup:	Energiesysteme

Research

• MELANI – Mehrfach genutzte Energiespeicher im Mehrfamilienhaus nachhaltig integrieren
• eELib: elenia Energy Library
• TEN.efzn: Transformation of the Lower Saxony energy system

Studentic theses

Open

• Research Paper, Bachelor's Thesis, Master's Thesis: Analysis of the Feasibility of Implementing Energy Sharing and Its Incentive Effects

Assigned

• Optimization for Home Energy Management Systems, Taking into Account Forecasting Uncertainties
• Evaluation of Prosumer Forecasts When Training Data Varies

Finished

• Further development and expansion of a database for the use of coherent time series
• Evaluation of forecast qualities of different methods of forecasting the electrical demand of heat pumps at prosumer level
• Evaluation of forecast qualities of different methods for PV generation forecasting at prosumer level
• Development of a consistent database for energy management
• Development and application of machine learning methods for fully automated device-specific power consumption analysis
• Analysis of publicly available load profiles with regard to their applicability in pattern recognition and load forecasting
• Development of an adaptive energy management strategy to take account of uncertainties
• Creation of a consistent database for forecasts in energy management
• Evaluation of forecast qualities of different methods for load forecasting in the multi-family house
• Implementation and simulative evaluation of the synergies of multi-use of domestic battery storage systems
• Shared energy: local energy markets and P2P trading
• Development of fallback scenarios for energy management systems
• Development of a platform for realistic testing of energy management systems in prosumer households and apartment buildings
• Analysis of the effects of various cost components on the economic efficiency of PV storage systems in different modes of operation
• Determination and comparison of the operating characteristics of a battery storage system
• Usage of Open-Source-approaches for the implementation of operating strategies of storage systems in appartment buildings and quarters
• Identification, analysis and implementation of operating strategies for multiple used storage systems in apartment buildungs and quarters
• Determination of the operating characteristics of a battery storage system

Publications

• Lüdecke, M., Oppermann, E., Meinert, M., et al.: Residential photovoltaic generation forecast via long short-term memory and transformer, e+i Elektrotechnik und Informationstechnik 2026, Jg.(2026). DOI: 10.1007/s00502-026-01452-3
• Lüdecke, M., Justi, T., Meinert, M., Engel, B.: Comparing Load-Forecasts of Residential Heatpumps with Transformer and XGB on Field Data, 19. Symposium Energieinnovation, Graz, Austria, 11.-13. Februar 2026. DOI: 10.34657/33291
• Meinert, M., Victor, N., Lüdecke, M., Engel, B.: Grid impact of the avalanche effect induced by dynamic tariffs on low-voltage grids, International Conference on Sustainable Engineering and Digital Innovation (ICSEDI), Muscat, Oman, 10.-12. Februar 2026
• Wagner, H., Wegkamp, C., von Lützow, C., Lüdecke, M., Meinert, M., Niehs, E., Oesterreich, F., Essers, J., Ebbert, L., Engel, B.: Extending eELib: Enhancing the Open-Source Model Library for Prosumer Power Systems and Energy Management Strategies, Open Source Modelling and Simulation of Energy Systems (OSMSES), Karlsruhe, Germany, 23.-25. März 2026. DOI: 10.1109/OSMSES69376.2026.11457194
• Lüdecke, M., Meinert, M., Beck, T., Gries, M., Ullmann, F.-T., Engel, B.: A Holistic Load Dataset of Two Multi-Family Houses Deriving From Advanced Metering Infrastructure, 3rd European Congress on Renewable Energy and Sustainable Development, Lisboa, Portugal, 29.-30. September 2025. DOI: 10.24355/dbbs.084-202509301345-0
• Meinert, M., Lüdecke, M., Beck, T., Engel, B.: Collective Self-Consumption in Multi-Family Houses: A Field Study on Allocation Strategies for Shared Battery Storage Systems, International Conference on Power Engineering and Electrical Technology (PEET), Shiga, Japan, 22.-24. Oktober 2025
• Wagner, H., Lüdecke, M., Scheunert, A., Wegkamp, C., Engel, B., Weyer, H.: Extended Technical and Legal Analysis of the Grid-Serving Multi-Use of Battery Storage Systems for Prosumers, , Jg.(2024). DOI: 10.1049/icp.2023.2739
• Lüdecke, M., Bialojahn, M., Meinert, M., Engel, B.: Residential baseload-forecasting by applying recurrent neural networks with gated recurrent units on field data, 23rd Wind & Solar Integration Workshop (WIW 2024), Helsinki, Finland, 8.-11. Oktober 2024. DOI: 10.1049/icp.2024.3876
• Wagner, H., von Lützow, C., Lüdecke, M., Meinert, M., Engel, B.: Empowering collective self-consumption in multi-family houses: user-based multi-use of residential battery storage systems, 23rd Wind & Solar Integration Workshop (WIW 2024), Helsinki, Finland, 8.-11. Oktober 2024. DOI: 10.1049/icp.2024.3901
• 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, OSMSES 2024, Vienna, Austria, 3.- 4. September 2024. DOI: 10.1109/OSMSES62085.2024.10668964
• Lüdecke, M., Gries, M., Meinert, M., Engel, B.: Mess- und Abrechnungskonzept für eine gemeinschaftliche Energieversorgung aus PV-Speichersystemen im Mehrfamilienhaus, PV-Symposium, Bad Staffelstein, 27.-29. Februar 2024
• Wagner, H., Lüdecke, M., Scheunert, A., Wegkamp, C., Engel, B., Weyer, H.: Technical and legal analysis of the grid-serving multi-use of battery storage systems for prosumers, 22nd Wind and Solar Integration Workshop (WIW 2023), Copenhagen, Denmark, 26.-28. September 2023, S. 205-213. DOI: 10.1049/icp.2023.2739. ISBN 978-1-83953-966-4