activity
20192025
most citedMachine Learning for Process Control of (Bio)Chemical Processes

6 citations · 8 across the 5 of their papers we have counts for

collaborators

6 papers

eess.SY2025★ 1 cited

Energy Aware and Safe Path Planning for Unmanned Aircraft Systems

Sebastian Gasche, Christian Kallies, Andreas Himmel +1

This paper proposes a path planning algorithm for multi-agent unmanned aircraft systems (UASs) to autonomously cover a search area, while considering obstacle avoidance, as well as…

eess.SY2025

A Modular Energy Aware Framework for Multicopter Modeling in Control and Planning Applications

Sebastian Gasche, Christian Kallies, Andreas Himmel +1

Unmanned aerial vehicles (UAVs), especially multicopters, have recently gained popularity for use in surveillance, monitoring, inspection, and search and rescue missions. Their man…

eess.SY2023

Geometric Data-Driven Dimensionality Reduction in MPC with Guarantees

Roland Schurig, Andreas Himmel, Rolf Findeisen

We address the challenge of dimension reduction in the discrete-time optimal control problem which is solved repeatedly online within the framework of model predictive control. Our…

eess.SY2023★ 6 cited

Machine Learning for Process Control of (Bio)Chemical Processes

Andreas Himmel, Janine Matschek, Rudolph Kok +3

The control of manufacturing processes must satisfy high quality and efficiency requirements while meeting safety requirements. A broad spectrum of monitoring and control strategie…

physics.ins-det2021★ 1 cited

Design, construction and operation of the ProtoDUNE-SP Liquid Argon TPC

DUNE Collaboration, A. Abed Abud, B. Abi +1175

The ProtoDUNE-SP detector is a single-phase liquid argon time projection chamber (LArTPC) that was constructed and operated in the CERN North Area at the end of the H4 beamline. Th…

math.OC2019

Constrained Gaussian Process Learning for Model Predictive Control

Janine Matschek, Andreas Himmel, Kai Sundmacher +1

Many control tasks can be formulated as a tracking problem of a known or unknown reference signal. Examples are movement compensation in collaborative robotics, the synchronisation…