Projects

Prophecy
Prognostic Model Selection for Predictive Maintenance and an Integrated Reinforcement Learning-based Production Scheduling in Dynamic Manufacturing Systems
01.02.2025 - 31.01.2027

iCRANE
Development of a mobile assistance system to increase the safety of heavy-duty cranes by means of sensory and optical monitoring and verification of assembly
01.09.2024 - 31.08.2026

SYDITIL
SYstemic DIgital Twins for Industrial Logistics
01.01.2023 - 31.12.2024

OptiAssist
AI-based anomaly and cause analysis of assembly process data to derive process and assistance system improvement proposals
01.04.2023 - 30.12.2024

AutoCBM
Automated Adaption of Condition-Based Maintenance methods for Manufacturing Systems
01.07.2020 - 30.06.2022

MetaMaintain
A meta-learning approach to select appropriate prognostic methods for the predictive maintenance of digital manufacturing systems
01.01.2020 - 31.03.2022

IPM
Individual Predictive Maintenance - Individuelle Prognose von Motordefekten von Schienenfahrzeugen
01.02.2019 - 31.10.2020

EILa
Examining the influence of „Industry 4.0“ on Factory Layout Planning
20.11.2018 - 31.03.2020