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. 30, 2014
Filed:
Sep. 22, 2011
Ciprian Dan Raileanu, Jersey City, NJ (US);
Mathaeus Dejori, Los Angeles, CA (US);
Frank Popp, Fürth, DE;
Ekkehard Toensing, Hausen, DE;
Ciprian Dan Raileanu, Jersey City, NJ (US);
Mathaeus Dejori, Los Angeles, CA (US);
Frank Popp, Fürth, DE;
Ekkehard Toensing, Hausen, DE;
Siemens Aktiengesellschaft, Munich, DE;
Abstract
Adaptive remote maintenance of rolling stocks is provided by machine-learning () of rules. Existing rules or models are automatically updated. Machine learning () is applied to establish a more efficient rule set. Rules may be replaced, generalized, or otherwise adapted based on interaction () by the dispatchers with the results of the current rules. The acceptance or discarding of an event by the dispatcher is used as a ground truth for supervised machine learning () of a new rule. The machine learning () uses user feedback to update the rule set.