Digitalisation and servitisation of machine tools in the era of Industry 4.0: a review

C Liu, P Zheng, X Xu - International journal of production research, 2023 - Taylor & Francis
Machine tools play a pivotal role in the manufacturing world since their performance
significantly affects the product quality and production efficiency. In the era of Industry 4.0 …

[HTML][HTML] Internet of things empowering operations management; A systematic review based on bibliometric and content analysis

N Rezaee, SM Zanjirchi, N Jalilian… - Telematics and Informatics …, 2023 - Elsevier
This paper reviews the Internet of Things' use and its impact on operations management
through an analysis of the extensive literature. The purpose of this research is to analyse a …

Machine learning in production–potentials, challenges and exemplary applications

A Mayr, D Kißkalt, M Meiners, B Lutz, F Schäfer… - Procedia CIRP, 2019 - Elsevier
Recent trends like autonomous driving, natural language processing, service robotics or
Industry 4.0 are mainly based on the tremendous progress made in the field of machine …

Concept and engineering development of cyber physical production systems: a systematic literature review

X Wu, V Goepp, A Siadat - The International Journal of Advanced …, 2020 - Springer
Abstract Cyber Physical Systems (CPSs) play a crucial role in the Industry 4.0 paradigm. The
application of CPSs in production and manufacturing environments gave rise to the term …

Electric motor production 4.0–application potentials of industry 4.0 technologies in the manufacturing of electric motors

A Mayr, M Weigelt, J von Lindenfels… - 2018 8th …, 2018 - ieeexplore.ieee.org
Industry 4.0 (I4. 0) is accompanied by a variety of technologies which offer great potential for
optimizing the manufacturing of electric motors. However, the application of I4. 0 …

Estimating remaining useful life of machine tool ball screws via probabilistic classification

M Benker, R Kleinwort, MF Zäh - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Ball screws are key components in machine tool linear feed drives since they translate the
motors' rotary motion into linear motion. With usage over time, however, tribological …

Anomalies Detection on Contemporary Industrial Internet of Things Data for Securing Crucial Devices

S Bhattacharya, M Pandey - … on Advances in Computer Engineering and …, 2023 - Springer
The industrial Internet of things (IIoT) is a framework that enables companies to improve their
processes and increase their efficiency by using smart sensors and actuators. It is also used …

Towards a data-driven process monitoring for machining operations using the example of electric drive production

D Kißkalt, A Mayr, J von Lindenfels… - 2018 8th International …, 2018 - ieeexplore.ieee.org
The market volume of electric drives for industrial applications and electric mobility is
increasing steadily. Thus, efficient ways for monitoring and optimizing the production of …

Predictive maintenance for the optical synchronization system of the European XFEL: a systematic literature survey

A Grünhagen, M Tropmann-Frick, A Eichler, G Fey - BTW 2023, 2023 - dl.gi.de
The optical synchronization system of the European X-ray Free Electron Laser is a
networked cyber-physical system producing a large amount of data. To maximize the …

Machine learning in electric motor production-potentials, challenges and exemplary applications

A Mayr, J Seefried, M Ziegler, M Masuch… - 2019 9th …, 2019 - ieeexplore.ieee.org
Artificial intelligence entails a wide range of technologies, which provide great potential for
tomorrow's electric motor production. Above all, data-driven techniques such as machine …