17 citations · 28 across the 3 of their papers we have counts for
3 papers
stat.AP2026
Risk-Aware Pump Control in Water Supply Systems Using Probabilistic Water Demand and Electricity Price Forecasts
Jens Kley-Holsteg
Drinking water utilities face uncertain water demand and electricity prices, as well as requirements for reliable and cost-efficient operation. This paper investigates a sequential…
stat.ML2021★ 17 cited
tsrobprep - an R package for robust preprocessing of time series data
Michał Narajewski, Jens Kley-Holsteg, Florian Ziel
Data cleaning is a crucial part of every data analysis exercise. Yet, the currently available R packages do not provide fast and robust methods for cleaning and preparation of time…
stat.AP2020★ 11 cited
Probabilistic Multi-Step-Ahead Short-Term Water Demand Forecasting with Lasso
Jens Kley-Holsteg, Florian Ziel
Water demand is a highly important variable for operational control and decision making. Hence, the development of accurate forecasts is a valuable field of research to further imp…