50 citations · 78 across the 7 of their papers we have counts for
7 papers
Improving Wind and Solar Power Prediction with Efficient Wrapper-based Feature Selection: An Empirical Study
Daniel Grillmeyer, Marius Hadry, Michael Stenger +3
With rising global energy demand and growing awareness of climate change and its impacts, the share of renewable energies in the global energy mix continues to grow. Unlike convent…
Time Series Representation Models
Robert Leppich, Vanessa Borst, Veronika Lesch +1
Time series analysis remains a major challenge due to its sparse characteristics, high dimensionality, and inconsistent data quality. Recent advancements in transformer-based techn…
A Case Study on Optimization of Warehouses
Veronika Lesch, Patrick B. M. Müller, Moritz Krämer +2
In warehouses, order picking is known to be the most labor-intensive and costly task in which the employees account for a large part of the warehouse performance. Hence, many appro…
A Case Study on Optimization of Platooning Coordination
Veronika Lesch, Marius Hadry, Samuel Kounev +1
In today's world, circumstances, processes, and requirements for software systems are becoming increasingly complex. In order to operate properly in such dynamic environments, soft…
A Case Study of Vehicle Route Optimization
Veronika Lesch, Maximilian König, Samuel Kounev +2
In the last decades, the classical Vehicle Routing Problem (VRP), i.e., assigning a set of orders to vehicles and planning their routes has been intensively researched. As only the…
A Survey on Predictive Maintenance for Industry 4.0
Christian Krupitzer, Tim Wagenhals, Marwin Züfle +6
Production issues at Volkswagen in 2016 lead to dramatic losses in sales of up to 400 million Euros per week. This example shows the huge financial impact of a working production f…
A Survey on Human Machine Interaction in Industry 4.0
Christian Krupitzer, Sebastian Müller, Veronika Lesch +6
Industry 4.0 or Industrial IoT both describe new paradigms for seamless interaction between humans and machines. Both concepts rely on intelligent, inter-connected cyber-physical p…