(19)
(11) EP 3 913 453 B8

(12) CORRECTED EUROPEAN PATENT SPECIFICATION
Note: Bibliography reflects the latest situation

(15) Correction information:
Corrected version no 1 (W1 B1)

(48) Corrigendum issued on:
15.01.2025 Bulletin 2025/03

(45) Mention of the grant of the patent:
13.12.2023 Bulletin 2023/50

(21) Application number: 21170954.8

(22) Date of filing: 28.04.2021
(51) International Patent Classification (IPC): 
G05B 23/02(2006.01)
(52) Cooperative Patent Classification (CPC):
G05B 23/024

(54)

FAULT DETECTION SYSTEM AND METHOD FOR A VEHICLE

FEHLERERKENNUNGSSYSTEM UND VERFAHREN FÜR EIN FAHRZEUG

SYSTÈME ET PROCÉDÉ DE DÉTECTION DE DÉFAILLANCE POUR UN VÉHICULE

(84) Designated Contracting States:
AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR

(30) Priority: 15.05.2020 US 202063025565 P
20.04.2021 US 202117235419

(43) Date of publication of application:
24.11.2021 Bulletin 2021/47

(73) Proprietors:
  • Deere & Company
    Moline, IL 61265 (US)
  • Iowa State University Research Foundation, Inc.
    Ames, IA 50010 (US)

(72) Inventors:
  • Sadoughi, Mohammad Kazem
    68163 Mannheim (DE)
  • Lu, Hao
    68163 Mannheim (DE)
  • Hu, Chao
    68163 Mannheim (DE)
  • Krishnaswamy, Sriram
    68163 Mannheim (DE)
  • Sidon, Jeffrey S.
    68163 Mannheim (DE)
  • Kenny, Shawn A.
    68163 Mannheim (DE)

(74) Representative: Reddie & Grose LLP 
The White Chapel Building 10 Whitechapel High Street
London E1 8QS
London E1 8QS (GB)


(56) References cited: : 
US-A1- 2013 013 138
US-B1- 6 496 782
 US-A1- 2019 101 891
US-B2- 10 281 438
   
  • BOUKARI KARIMA ET AL: "A Parallel Multi-Classifiers System for Mechanical Fault Recognition", 2018 INTERNATIONAL SYMPOSIUM ON ADVANCED ELECTRICAL AND COMMUNICATION TECHNOLOGIES (ISAECT), IEEE, 21 November 2018 (2018-11-21), pages 1 - 6, XP033505622, DOI: 10.1109/ISAECT.2018.8618783
  • SOBIE CAMERON ET AL: "Simulation-driven machine learning: Bearing fault classification", MECHANICAL SYSTEMS AND SIGNAL PROCESSING, vol. 99, 30 June 2017 (2017-06-30), pages 403 - 419, XP085152099, ISSN: 0888-3270, DOI: 10.1016/J.YMSSP.2017.06.025
  • JANSSENS OLIVIER ET AL: "Convolutional Neural Network Based Fault Detection for Rotating Machinery", JOURNAL OF SOUND AND VIBRATION, ELSEVIER, AMSTERDAM , NL, vol. 377, 24 May 2016 (2016-05-24), pages 331 - 345, XP029564152, ISSN: 0022-460X, DOI: 10.1016/J.JSV.2016.05.027
 
Remarks:
The file contains technical information submitted after the application was filed and not included in this specification
 
Note: Within nine months from the publication of the mention of the grant of the European patent, any person may give notice to the European Patent Office of opposition to the European patent granted. Notice of opposition shall be filed in a written reasoned statement. It shall not be deemed to have been filed until the opposition fee has been paid. (Art. 99(1) European Patent Convention).