Nippon Steel Corporation

The University of Tokyo

Kensuke Nagasawa

Masaaki Mizuno

Yoshihiro Suda

Masuhisa Tanimoto

Shihpin Lin

Kensuke Kimoto

A railway vehicle condition monitoring apparatus includes a detection device for detecting vehicle information represented by a wheel load or the like of a wheel included in a railway vehicle running on a railroad track, and a determination device including a classifier to which the vehicle information detected by the detection device is input and which outputs a vehicle condition such as the presence or absence of an abnormality of the railway vehicle. The classifier is generated by means of machine learning that uses training data of a railway vehicle of which the vehicle condition is known, the training data being the vehicle information and the vehicle condition which is known, the machine learning being performed so that when the vehicle information of the training data is input to the classifier, the classifier outputs the vehicle condition of the training data.

Growing community of inventors

Osaka, Japan

Kensuke Nagasawa