7 citations · 13 across the 3 of their papers we have counts for
3 papers
HEAPO -- An Open Dataset for Heat Pump Optimization with Smart Electricity Meter Data and On-Site Inspection Protocols
Tobias Brudermueller, Elgar Fleisch, Marina González Vayá +1
Heat pumps are essential for decarbonizing residential heating but consume substantial electrical energy, impacting operational costs and grid demand. Many systems run inefficientl…
Meta-Regression Analysis of Errors in Short-Term Electricity Load Forecasting
Konstantin Hopf, Hannah Hartstang, Thorsten Staake
Forecasting electricity demand plays a critical role in ensuring reliable and cost-efficient operation of the electricity supply. With the global transition to distributed renewabl…
Augmented cross-selling through explainable AI -- a case from energy retailing
Felix Haag, Konstantin Hopf, Pedro Menelau Vasconcelos +1
The advance of Machine Learning (ML) has led to a strong interest in this technology to support decision making. While complex ML models provide predictions that are often more acc…