Florian Ziel

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 17

Top Topics

Demand Forecasting

Generalized Additive Models

Top Venues

Comput. Stat. Data Anal.

Eur. J. Oper. Res.

Publications

Jan Peper, David Kröger, Jonathan Kipp, Florian Ziel, Christian Rehtanz
Assessing the impact of weather-induced uncertainties in large-scale electricity systems. CoRR (2024)
Monika Zimmermann, Florian Ziel
Efficient mid-term forecasting of hourly electricity load using generalized additive models. CoRR (2024)
Simon Hirsch, Jonathan Berrisch, Florian Ziel
ROLCH: Regularized Online Learning for Conditional Heteroskedasticity. CoRR (2024)
Jonathan Berrisch, Florian Ziel
Multivariate Probabilistic CRPS Learning with an Application to Day-Ahead Electricity Prices. CoRR (2023)
Paul Ghelasi, Florian Ziel
Hierarchical forecasting for aggregated curves with an application to day-ahead electricity price auctions. CoRR (2023)
Benedikt Finnah, Jochen Gönsch, Florian Ziel
Integrated day-ahead and intraday self-schedule bidding for energy storage systems using approximate dynamic programming. Eur. J. Oper. Res. 301 (2) (2022)
Jonathan Berrisch, Sven Pappert, Florian Ziel, Antonia Arsova
Modeling Volatility and Dependence of European Carbon and Energy Prices. CoRR (2022)
Jonathan Berrisch, Michal Narajewski, Florian Ziel
High-Resolution Peak Demand Estimation Using Generalized Additive Models and Deep Neural Networks. CoRR (2022)
Jonathan Berrisch, Florian Ziel
CRPS Learning. CoRR (2021)
Michal Narajewski, Jens Kley-Holsteg, Florian Ziel
tsrobprep - an R package for robust preprocessing of time series data. CoRR (2021)
Florian Ziel
M5 Competition Uncertainty: Overdispersion, distributional forecasting, GAMLSS and beyond. CoRR (2021)
Florian Ziel
Smoothed Bernstein Online Aggregation for Day-Ahead Electricity Demand Forecasting. CoRR (2021)
Michal Narajewski, Jens Kley-Holsteg, Florian Ziel
tsrobprep - an R package for robust preprocessing of time series data. SoftwareX 16 (2021)
Florian Ziel
The energy distance for ensemble and scenario reduction. CoRR (2020)
Michal Narajewski, Florian Ziel
Changes in electricity demand pattern in Europe due to COVID-19 shutdowns. CoRR (2020)
Michal Narajewski, Florian Ziel
Ensemble Forecasting for Intraday Electricity Prices: Simulating Trajectories. CoRR (2020)
Florian Ziel
Iteratively reweighted adaptive lasso for conditional heteroscedastic time series with applications to AR-ARCH type processes. Comput. Stat. Data Anal. 100 (2016)