Title | ||
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Wire Mismatch Detection Using a Convolutional Neural Network and Fault Localization Based on Time-Frequency-Domain Reflectometry. |
Abstract | ||
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In addition to diagnosing a wiring of the vehicle in operation, it is also very important to find wire mismatches during the assembly process. In this paper, we propose a new method combining time-frequency-domain reflectometry and deep learning to verify that the wire is connected to the proper port of the underhood electrical center. Considering the frequency characteristics of each wire (black,... |
Year | DOI | Venue |
---|---|---|
2019 | 10.1109/TIE.2018.2835386 | IEEE Transactions on Industrial Electronics |
Keywords | DocType | Volume |
Wires,Time-frequency analysis,Wiring,Bandwidth,Impedance,Attenuation,Convolutional neural networks | Journal | 66 |
Issue | ISSN | Citations |
3 | 0278-0046 | 0 |
PageRank | References | Authors |
0.34 | 0 | 2 |
Name | Order | Citations | PageRank |
---|---|---|---|
Seung-Jin Chang | 1 | 4 | 2.51 |
Jin Bae Park | 2 | 1351 | 102.77 |