Stefan Windmann

Publications

224

Citations

H-Index

2008

Active since

Affiliations

Fraunhofer Institute of Optronics, System Technologies and Image Exploitation(Current)

Paderborn University

Fraunhofer-Gesellschaft

Stefan Windmann is an author at Fraunhofer Institute of Optronics, System Technologies and Image Exploitation specializing in engineering, data science, and computer science.

ORCID

Top concepts

EngineeringData ScienceComputer ScienceSystems EngineeringComputer EngineeringIndustrial InformaticsMachine LearningIndustrial EngineeringProcess ControlSignal Processing

Publications per year

2008–2022

Publications

Big Data Analysis of Manufacturing Processes

Stefan Windmann, Alexander Maier, Oliver Niggemann et al. · Journal of Physics Conference Series · 2015 · 47 citations · Full text

Fault Diagnosis, Anomaly Detection, Engineering +22

A stochastic method for the detection of anomalous energy consumption in hybrid industrial systems

Stefan Windmann, Shuo Jiao, Oliver Niggemann et al. · 2013 · 34 citations

Anomaly Detection, Engineering, Energy Efficiency +21

Data-Driven Fault Detection in Industrial Batch Processes Based on a Stochastic Hybrid Process Model

Stefan Windmann · IEEE Transactions on Automation Science and Engineering · 2022 · 24 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +26

Energy efficiency optimization by automatic coordination of motor speeds in conveying systems

Stefan Windmann, Oliver Niggemann, Heiko Stichweh · 2015 · 19 citations · Full text

Engineering, Energy Efficiency, Energy Efficiency Optimization +21

Scalable Analytics Platform for Machine Learning in Smart Production Systems

Khaled Al-Gumaei, Arthur Müller, Jan Nicolas Weskamp et al. · 2019 · 19 citations

Engineering, Machine Learning, Business Intelligence +23

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