Project- and Network-Level Bridge Deck Degradation Models via Neural Networks Trained on Empirical Data

Summary

Subjects addressed:

Inventory and Condition Assessment, Maintenance and Preservation

Topics addressed:

Analytical Tools and Models, Data Collection Tools/Technologies

Asset types addressed:

Bridge

Detail

Title: Project- and Network-Level Bridge Deck Degradation Models via Neural Networks Trained on Empirical Data
Resource type: Research Report
Year published: 2013
Publisher: 2013 TRB Annual Meeting
URL: http://amonline.trb.org/2013-1.264263/t-13-004-1.298640/602-1.298768/13-4989-1.298770/13-4989-1-1.294333
Abstract:

A documentation of the creation of new methods that help to produce effective bridge deck degredation models. The report offers guidance on the use of NBI data and an artificial neural network for the production of a useful model.

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