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:
Sep. 01, 2026
Filed:
Sep. 29, 2022
Abb Schweiz Ag, Baden, CH;
Benjamin Kloepper, Mannheim, DE;
Benedikt Schmidt, Heidelberg, DE;
Ido Amihai, Heppenheim, DE;
Moncef Chioua, Montreal, CA;
Jan Christoph Schlake, Darmstadt, DE;
Arzam Muzaffar Kotriwala, Ladenburg, DE;
Martin Hollender, Dossenheim, DE;
Dennis Janka, Heidelberg, DE;
Felix Lenders, Darmstadt, DE;
Hadil Abukwaik, Weinheim, DE;
ABB Schweiz AG, Baden, CH;
Abstract
A computer-implemented method for automating the development of industrial machine learning applications includes one or more sub-methods that, depending on the industrial machine learning problem, may be executed iteratively. These sub-methods include at least one of a method to automate the data cleaning in training and later application of machine learning models, a method to label time series (in particular signal data) with help of other timestamp records, feature engineering with the help of process mining, and automated hyper-parameter tuning for data segmentation and classification.