Nina Munzke

Karlsruhe Institute of Technology — Germany

Engineering · Physical Sciences

8h-index227citations63works1.02yr avg
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Research Topics

Smart Grid Energy Management(22), Advanced Battery Technologies Research(21), Electric Vehicles and Infrastructure(15), Physics and Engineering Research Articles(14), Microgrid Control and Optimization(9)

Publications63 total

Two-Stage Stochastic Optimization of Multi-Service Behind-the-Meter BESS Sizing and Scheduling
2025
A Piece-Wise Model-Based MILP Approach for Optimal Dispatch of Hybrid Energy Storage Systems with Practical Validation
2025
Impact of Shading on Energy Management Strategies
PV-Symposium proceedings·2025Open Access
SKALE: Skalierbares Ladesystem für Elektrofahrzeuge
TIB Repositorium·2025Open Access
Optimal BESS Management for Peak Load Shaving and Battery Health Under Prediction Uncertainty
IEEE Transactions on Sustainable Energy·2025· 1 citedOpen Access
Incremental Learning for Fast Shading Adaption in Solar Power Forecasting
2025
Techno-Economic Analysis of Redox Flow Batteries with Thermal Coupling under Dynamic Tariffs
2025· 2 cited
Condition-dependent characterization of the internal resistance of a Vanadium Redox-Flow-Battery
2025
Entwicklung eines Vanadium-Redox-Flow-Batteriehybridsystems als Speichersystem für die Integration in eine Strom- und Wärmeversorgung (BiFlow)
TIB Repositorium·2025Open Access
Dynamic Ensemble Short-Term Load Forecasting for Residential Building with Low Data Availability: SARIMA vs. LSTM
2025· 1 cited
Schlussbericht des Verbundes
Open MIND·2025
Inclusion of Shading and Soiling With Physical and Data-Driven Algorithms for Solar Power Forecasting
PV-Symposium proceedings·2024· 4 citedOpen Access
A Real-Time Power Sharing Strategy for a Multi-Energy System While Considering Individual System Dynamics
PV-Symposium proceedings·2024Open Access
Forecasting Electric Vehicle Charging Behavior in Workplace Charging Infrastructure with Limited Privacy-Restricted Real Data
2024· 1 cited
EV Energy Consumption Patterns and Their Correlation With Renewable Power Generation
2024
Optimized energy management of a photovoltaic-heat pump sector coupling system with electrical and thermal energy storages in an office building
IET conference proceedings.·2024· 3 cited
Insights into Public EV Charging Station Utilization: Implications for the Electricity Grid
2024· 2 cited
Detection of shading for short-term power forecasting of photovoltaic systems using machine learning techniques
EPJ Photovoltaics·2024· 4 citedOpen Access
Comparison of Small EV Charging Station's Load Forecasts and it's Impact on the Operational Costs
2023· 4 citedOpen Access
Efficiency characterization of 26 residential photovoltaic battery storage systems
Journal of Energy Storage·2023· 19 citedOpen Access
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Frequent Co-authors

Marc Hiller(19), Bernhard Schwarz(16), James Barry(9), F. Büchle(9), Johannes Weniger(5), Tim Kappler(5), Lakshimi Narayanan Palaniswamy(4), Anna Starosta(4), Christian Messner(3), Volker Quaschning(3), Veit Hagenmeyer(3), Thomas Bernard(3), Tjarko Tjaden(3), David Haberschusz(3), Simon Waczowicz(2), Christian Kupper(2), A. Stein(2), Anna Sina Starosta(2), B. Schwarz(2), Lixin Li(2)