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Hyperautomation Artificial Intelligence

SHRM Seminar with Dr. Dong-Cheon Baek

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작성자 최고관리자 작성일 15-07-08 15:54 조회 619회

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Date: July 8th, 2015

Place: Building 301, Room 1420

Presenter: Dr. Dong-Cheon Baek (Korean Institute of Machinery and Materials)

Title: Physical-Clone-Based Prognostics of Mechanical Structures

Abstract
Due to the inherent uncertainties caused by the manufacturing process variation, future loading conditions and damage modeling, the lifetime of the mechanical structures or system used in filed condition substantially different from the result in laboratories. The physical clone, newly proposed term in this paper, is a slightly weak structure designed to produce failure earlier than target structures. So it undergoes identical loading as target structures do including non-measurable or unexpected physical phenomena. The time to failure of the physical clone can be tuned by devised method to secure proper prognostic distance for maintenance or golden-time to evacuation. In this paper, the physical-clone-based approach has been developed and demonstrated using 316L stainless steel under high cycle fatigue and compared with model-based approach.