Title:
VEHICLE MALFUNCTION PREDICTION SYSTEM, MONITORING DEVICE, VEHICLE MALFUNCTION PREDICTION METHOD, AND VEHICLE MALFUNCTION PREDICTION PROGRAM
Document Type and Number:
WIPO Patent Application WO/2020/110446
Kind Code:
A1
Abstract:
A vehicle malfunction prediction system according to the present invention comprises: one or a plurality of monitoring devices for acquiring functional part information indicating measurement results related to a vehicle, in which the device is installed, from functional parts in the vehicle; and a management device. The monitoring device transmits the acquired functional part information to the management device via an external network. The management device creates a learning model, based on machine learning, on the basis of a plurality of items of the functional part information received from the one or plurality of monitoring devices, and transmits the created learning model to the one or plurality of monitoring devices. The monitoring device predicts faults in the vehicle, in which the device is installed, on the basis of new functional information acquired from the functional parts in the vehicle in which the device is installed, and on the basis of the learning model received from the management device.
Inventors:
DAI GUIMING (JP)
HATANAKA KENICHI (JP)
OKINA YUNA (JP)
KAKII TOSHIAKI (JP)
MIURA KATSUSHI (JP)
HATANAKA KENICHI (JP)
OKINA YUNA (JP)
KAKII TOSHIAKI (JP)
MIURA KATSUSHI (JP)
Application Number:
PCT/JP2019/038233
Publication Date:
June 04, 2020
Filing Date:
September 27, 2019
Export Citation:
Assignee:
SUMITOMO ELECTRIC INDUSTRIES (JP)
International Classes:
B60R16/02; B60S5/00; G01M17/007
Foreign References:
| JP2009146086A | 2009-07-02 | |||
| JP2013200143A | 2013-10-03 | |||
| JP2015214169A | 2015-12-03 | |||
| JP2012121488A | 2012-06-28 | |||
| JP2001296915A | 2001-10-26 |
Attorney, Agent or Firm:
ONEDEE IP PARTNERS (JP)
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