Yanran MENG, Xinger WANG, Jian YANG, Han XU, Feng YUE. Research on Machine Learning Based Model for Predicting the Impact Status of Laminated Glass [J]. Journal of Inorganic Materials, 2021, 36(1): 61
- Journal of Inorganic Materials
- Vol. 36, Issue 1, 61 (2021)
1. Diagram of impact tests equipment
2. ROC curves of single input parameter (a) Outer layer; (b) Inner layer
3. ROC curves of integrated input parameters (a) Outer layer; (b) Inner layer
4. The network structure of KELM
5. WOA optimization process
6. WOA-KELM flow chart
7. WOA optimization process
8. WOA-KELM glass failure status prediction results
9. SVM glass failure status prediction results
10. LSSVM glass failure status prediction results
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Table 1.
夹层玻璃试件配置情况
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Table 2.
试验数据库材料参数
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Table 3.
破坏状态预测模型AUC值
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Table 4.
仿真环境
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Table 5.
玻璃破坏状态预测结果
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