Concepedia

Nicole Ludwig

NL

Statistics

Publications

18

Citations

491

H-Index

13

Active since

2015

Affiliations

Karlsruhe Institute of Technology(Current)

University of Tübingen

Nicole Ludwig is an author at Karlsruhe Institute of Technology specializing in forecasting, data science, and energy system modeling.

Publications per year

2015–2023

18

Publications

18

Putting Big Data analytics to work: Feature selection for forecasting electricity prices using the LASSO and random forests

Nicole Ludwig, Stefan Feuerriegel, Dirk Neumann · Journal of Decision System · 2015 · 110 citations

Computing, Data Science, Meteorology +17

Data analytics in the electricity sector – A quantitative and qualitative literature review

Frederik vom Scheidt, Hana Medinová, Nicole Ludwig et al. · Energy and AI · 2020 · 80 citations · Full text

Natural Resources, Data Science, Electrical Engineering +17

A comprehensive modelling framework for demand side flexibility in smart grids

Lukas Barth, Nicole Ludwig, Esther Mengelkamp et al. · Computer Science - Research and Development · 2017 · 42 citations · Full text

Engineering, Systems Engineering, Energy Systems +15

A collection and categorization of open‐source wind and wind power datasets

Nina Effenberger, Nicole Ludwig · Wind Energy · 2022 · 32 citations · Full text

Computing, Data Science, Forecasting +12

Sizing of Hybrid Energy Storage Systems Using Recurring Daily Patterns

Shahab Karrari, Nicole Ludwig, Giovanni De Carne et al. · IEEE Transactions on Smart Grid · 2022 · 30 citations · Full text

Engineering, Computer Engineering, Electrical Engineering +17

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