
Figure 1.
Simplfied sketch of proposed digital platform for bridge load tests information management

Figure 2.
Simplfied sketch of proposed modifications in the bridge approval criterion [32]

Figure 3.
Exemplary typical bridge under test loading

Figure 4.
Regression perceptron of 4-7-1 architecture

Figure 5.
Cost function values in each training epoch; in regard to: a) the example “A”; b) the example “B”

Figure 6.
Comparison of the predictive effectiveness of perceptrons in regard to: a) the example “A”; b) the example “B”