Invention Grant
- Patent Title: Method of predicting joining strength of joined dissimilar materials
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Application No.: US16374019Application Date: 2019-04-03
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Publication No.: US11519835B2Publication Date: 2022-12-06
- Inventor: Yu Jin Bae , Jae Ho Kim , Heung Jae Choi , Dong Choul Kim
- Applicant: Hyundai Motor Company , Kia Motors Corporation , Industry-University Cooperation Foundation Sogang University
- Applicant Address: KR Seoul; KR Seoul; KR Seoul
- Assignee: Hyundai Motor Company,Kia Motors Corporation,Industry-University Cooperation Foundation Sogang University
- Current Assignee: Hyundai Motor Company,Kia Motors Corporation,Industry-University Cooperation Foundation Sogang University
- Current Assignee Address: KR Seoul; KR Seoul; KR Seoul
- Agency: Slater Matsil, LLP
- Priority: KR10-2018-0124164 20181018
- Main IPC: B62D65/02
- IPC: B62D65/02 ; G01N3/08 ; G01N3/02 ; G06N3/08

Abstract:
A method of predicting joining strength of joined dissimilar materials, includes performing a joining strength test on a plurality of specimens of joined dissimilar materials each having different joining information, and acquiring force-displacement data on a basis of the joining information; constructing, in a prediction system, an artificial neural network model for predicting the force-displacement data and the joining strengths from the joining information; learning the artificial neural network model by inputting the force-displacement data to the prediction system, the force-displacement data obtained through the joining strength test; inputting joining information to be predicted to the prediction system by using a computer running a software for performing prediction for the joining strength and connected to a host computer of the prediction system through a network; and predicting, by the learned artificial neural network model, force-displacement value and joining strength.
Information query
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