Florian Ziel

According to our database, Florian Ziel authored at least 17 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Spatial Weather, Socio-Economic and Political Risks in Probabilistic Load Forecasting.

Monika Zimmermann, Florian Ziel

CoRR, 2024

ROLCH: Regularized Online Learning for Conditional Heteroskedasticity.

Simon Hirsch, Jonathan Berrisch, Florian Ziel

CoRR, 2024

Assessing the impact of weather-induced uncertainties in large-scale electricity systems.

Jan Peper, David Kröger, Jonathan Kipp, Florian Ziel, Christian Rehtanz

CoRR, 2024

Efficient mid-term forecasting of hourly electricity load using generalized additive models.

Monika Zimmermann, Florian Ziel

CoRR, 2024

2023

Hierarchical forecasting for aggregated curves with an application to day-ahead electricity price auctions.

Paul Ghelasi, Florian Ziel

CoRR, 2023

Multivariate Probabilistic CRPS Learning with an Application to Day-Ahead Electricity Prices.

Jonathan Berrisch, Florian Ziel

CoRR, 2023

2022

Integrated day-ahead and intraday self-schedule bidding for energy storage systems using approximate dynamic programming.

Benedikt Finnah, Jochen Gönsch, Florian Ziel

Eur. J. Oper. Res., 2022

Modeling Volatility and Dependence of European Carbon and Energy Prices.

Jonathan Berrisch, Sven Pappert, Florian Ziel, Antonia Arsova

CoRR, 2022

High-Resolution Peak Demand Estimation Using Generalized Additive Models and Deep Neural Networks.

Jonathan Berrisch, Michal Narajewski, Florian Ziel

CoRR, 2022

2021

tsrobprep - an R package for robust preprocessing of time series data.

Michal Narajewski, Jens Kley-Holsteg, Florian Ziel

SoftwareX, 2021

M5 Competition Uncertainty: Overdispersion, distributional forecasting, GAMLSS and beyond.

Florian Ziel

CoRR, 2021

Smoothed Bernstein Online Aggregation for Day-Ahead Electricity Demand Forecasting.

Florian Ziel

CoRR, 2021

CRPS Learning.

Jonathan Berrisch, Florian Ziel

CoRR, 2021

2020

The energy distance for ensemble and scenario reduction.

Florian Ziel

CoRR, 2020

Ensemble Forecasting for Intraday Electricity Prices: Simulating Trajectories.

Michal Narajewski, Florian Ziel

CoRR, 2020

Changes in electricity demand pattern in Europe due to COVID-19 shutdowns.

Michal Narajewski, Florian Ziel

CoRR, 2020

2016

Iteratively reweighted adaptive lasso for conditional heteroscedastic time series with applications to AR-ARCH type processes.

Florian Ziel

Comput. Stat. Data Anal., 2016