International Conferences A Semantic Segmentation Model for Measuring Wire Rod Temperature and Predicting Overall Hardness profile_image
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조회 462회 작성일 24-02-06 16:57
조회 462회 작성일 24-02-06 16:57
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| Conference | Informs(Institute for Operations Research and the Management Sciences) |
|---|---|
| Name | Seok-Kyu Pyo, Dong-Hee Lee*, Sung-Jun Hur, Sang-Hyeon Lee, Sung-Jun Lim, Hong-Kil Moon |
| Year | 2023 |
Wire rod hardness is crucial for product quality, with cooling rate being the most significant factor. However, measuring cooling rate is challenging due to the wire rod's shape and conveyor belt noise. To address this issue, a model was developed to extract temperature from thermography. This, along with a hardness prediction model, was used to predict the wire rod hardness. The method can extract the temperature of the entire wire rod automatically, complementing quality inspection relying on sampling. A domestic steel company confirmed its efficacy.