Research Article

Safety Prediction Using Vehicle Safety Evaluation Model Passing on Long-Span Bridge with Fully Connected Neural Network

Table 6

Statistical analysis of predicted score error.

Car stateModelError intervals
<0.05 (%)<0.1 (%)<0.15 (%)

Safety4-8-40.74 (370)0.826 (413)0.874 (437)
4-3-3-40.72 (360)0.828 (414)0.872 (436)
4-15-15-40.804 (402)0.886 (443)0.922 (461)

Rollover4-8-40.644 (322)0.744 (372)0.782 (391)
4-3-3-40.638 (319)0.722 (361)0.762 (381)
4-15-15-40.744 (372)0.79 (395)0.814 (407)

Rotating4-8-40.706 (353)0.772 (386)0.806 (403)
4-3-3-40.564 (282)0.714 (357)0.772 (386)
4-15-15-40.664 (332)0.776 (388)0.83 (415)

Sideslip4-8-40.91 (455)0.94 (470)0.956 (478)
4-3-3-40.878 (439)0.916 (458)0.938 (469)
4-15-15-40.912 (456)0.938 (469)0.952 (476)

(Total)4-8-50.75 (1500)0.82 (1641)0.8545 (1709)
4-3-3-50.7 (1400)0.795 (1590)0.836 (1672)
4-15-15-50.781 (1562)0.8475 (1695)0.8795 (1759)

370 in bracket indicates the number of corresponding data.