Proceedings of JSME-IIP/ASME-ISPS Joint Conference on Micromechatronics for Information and Precision Equipment : IIP/ISPS joint MIPE
Online ISSN : 2424-3132
2009
Session ID : INT-06
Conference information
INT-06 STUDY ON EFFICIENT PHS POSITION TRACKING SYSTEM FOR TRANSPORT EQUIPMENTS USING ACCELEROMETER AND SUPERVISED MACHINE LEARNING(Intelligent Machines II,Technical Program of Oral Presentations)
Hiroshi YOSHIDAYasuhiro KAWAHARAHiroshi HOSAKA
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CONFERENCE PROCEEDINGS FREE ACCESS

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Abstract
This paper studies an algorithm to judge moving and stopping status of distribution equipment from continuous vibration measurement. The key for this algorithm is a decision of threshold level, which differs according to the distribution equipment. For this end, supervised machine learning, which decides the proper threshold using the result of PHS location measurement as a training data is employed and fundamental effectiveness of algorithm is confirmed.
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© 2009 The Japan Society of Mechanical Engineers
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