发明名称 |
APPARATUS AND METHOD FOR PREDICTING MIXED PROBLEMS WITH VEHICLE |
摘要 |
The apparatus includes a data normalization unit, a neural network problem prediction unit, and a transition change prediction unit. The data normalization unit creates normalization transformation values by performing normalization transformation based on threshold value ranges for a plurality of pieces of vehicle network data. The neural network problem prediction unit creates a neural network problem prediction value by predicting a mixed problem with the vehicle using a multi-artificial neural network model, created based on a learning data set related to mixed problems having previously occurred in the vehicle and the normalization transformation values. The transition change prediction unit predicts a change in transition for the mixed problem according to a change in the neural network problem prediction value, by analyzing the neural network problem prediction value and previous neural network problem prediction values previously created in the vehicle. |
申请公布号 |
US2012245791(A1) |
申请公布日期 |
2012.09.27 |
申请号 |
US201113284780 |
申请日期 |
2011.10.28 |
申请人 |
YUN UN-IL;LEE SHIN-KYUNG;SHIN HYEON-IL;PYUN GWANG-BUM;LEE JEONG-WOO;KWON OH-CHEON;OH HYUN-SEO;RYANG HEUNG-MO;CHUNGBUK NATIONAL UNIVERSITY INDUSTRY-ACADEMIC COOPERATION FOUNDATION;ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE |
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 |
分类号 |
G06F7/00 |
主分类号 |
G06F7/00 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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