APPARATUS AND METHOD FOR PREDICTING VEHICLE MIXED FAULT
摘要
PURPOSE: A device for predicting complex breakdown and a method thereof are provided to predict a change in a state of breakdown of a vehicle caused by complex causes. CONSTITUTION: A data normalizing unit(110) generates a normalizing conversion value by performing normalizing conversion relating a threshold range for a plurality of vehicle network data. A neural network breakdown predicting unit(120) predicts a complex breakdown of a vehicle by using the normalizing conversion value and a multiple artificial neural network model. The neural network breakdown predicting unit generates a neural network breakdown predicting value. A change predicting unit(140) predicts a change for the complex breakdown. [Reference numerals] (110) Data normalizing unit; (120) Neural network breakdown predicting unit; (130) Prediction result analyzing unit; (140) Change predicting unit; (150) Prediction result delivering unit; (160) Data storing unit
申请公布号
KR20120107774(A)
申请公布日期
2012.10.04
申请号
KR20110025497
申请日期
2011.03.22
申请人
ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE;CHUNGBUK NATIONAL UNIVERSITY INDUSTRY-ACADEMIC COOPERATION FOUNDATION
发明人
YUN, UN IL;LEE, SHIN KYUNG;SHIN, HYEON IL;PYUN, GWANG BUM;LEE, JEONG WOO;KWON, OH CHEON;OH, HYUN SEO;RYANG, HEUNG MO