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A Proposal to Facilitate Mandatory Bridge Load Tests with Artificial Neural Network Analyses Using a Digital Data Aggregation Platform Cover

A Proposal to Facilitate Mandatory Bridge Load Tests with Artificial Neural Network Analyses Using a Digital Data Aggregation Platform

Open Access
|Oct 2021

Figures & Tables

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”
DOI: https://doi.org/10.21307/acee-2021-023 | Journal eISSN: 2720-6947 | Journal ISSN: 1899-0142
Language: English
Page range: 69 - 78
Submitted on: May 21, 2021
|
Accepted on: Jul 3, 2021
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Published on: Oct 8, 2021
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2021 Piotr OWERKO, Jerzy KAŁUŻA, Marek WAZOWSKI, published by Silesian University of Technology
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.