The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Oct. 13, 2026
Filed:
Aug. 31, 2020
Siemens Aktiengesellschaft, Munich, DE;
Siemens Aktiengesellschaft, Munich, DE;
Abstract
A method of monitoring a milling machine includes deploying an untrained machine learning model for determining one or more anomalies in time series data. During operation of the milling machine, first time series data representing a rotational speed of a milling head of the milling machine and at least one further operating parameter of the milling machine are obtained by the untrained machine learning model. The untrained machine learning model is trained, during operation of the milling machine, based on the obtained first time series data. Second time series data representing the rotational speed of the milling head of the milling machine and the further operating parameter are obtained by the trained machine learning model during operation of the milling machine. One or more anomalies in the second time series data are determined by the trained machine learning model during operation of the milling machine.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile