Marcel Rothering

Title: Marcel Rothering and Machine-Learning-Based Milling Machine Monitoring.

Introduction

Marcel Rothering is an inventor associated with Nuremberg, Germany, and Siemens Aktiengesellschaft. His patent work addresses the monitoring of milling machines using machine learning.

Latest Patents

Rothering is credited with 1 patent: “Method and Device for Monitoring a Milling Machine.” The invention uses an initially untrained machine-learning model to collect time-series data about a milling head’s rotational speed and another operating parameter while the machine runs. The model learns from the collected data during operation, then analyzes subsequent data to identify anomalies.

Career Highlights

The patent describes an approach that trains and applies a machine-learning model during milling-machine operation. By monitoring operating data and detecting anomalies, the method is designed to support the assessment of machine behavior.

Collaborations

Rothering is associated with Siemens Aktiengesellschaft. Aldo Sedeno is identified as a coworker.

Conclusion

Marcel Rothering’s patent focuses on applying machine learning to detect anomalies in milling-machine operating data, reflecting an innovation in industrial equipment monitoring.