Stephan Vogt

Deterministic Error Scores for Model Comparison of Power Forecasting Algorithms

Bernhard Sick, Ruben Jubeh, Andre Gensler, 2017 .

Quantile Surfaces - Generalizing Quantile Regression to Multivariate Targets pdf

Bernhard Sick, Maarten Bieshaar, Stephan Vogt, 2020, ArXiv.

Bayesian parameterisation of a regional photovoltaic model – Application to forecasting

Yves-Marie Saint-Drenan, Roland Potthast, Jamie M. Bright, 2019, Solar Energy.

Multi-task distribution learning approach to anomaly detection of operational states of wind turbines

Scott Otterson, Stephan Vogt, Volker Berkhout, 2018 .

Autoencoder-based anomaly root cause analysis for wind turbines

Stefan Faulstich, Stephan Vogt, Cyriana M.A. Roelofs, 2021 .

Task Embedding Temporal Convolution Networks for Transfer Learning Problems in Renewable Power Time Series Forecast

Bernhard Sick, Stephan Vogt, Jens Schreiber, 2021, ECML/PKDD.

The Problem with Real-World Novelty Detection - Issues in Multivariate Probabilistic Models

Christian Gruhl, Stephan Vogt, Abdul Hannan, 2021, 2021 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion (ACSOS-C).

Application of numerical weather prediction in wind power forecasting: Assessment of the diurnal cycle

Stephan Vogt, Tobias Heppelmann, S. Vogt, 2017 .