[PDF][PDF] A comprehensive review of the key deterioration factors of concrete bridge decks

A Ibrahim, S Abdelkhalek, T Zayed, AH Qureshi… - Buildings, 2024 - researchgate.net
Bridges are generally acknowledged as one of the vital structures of transportation systems.
Meanwhile, they are prone to time-variant damage and deterioration mechanisms over their …

Machine Learning for Modeling Service Life: Comprehensive Review, Bibliometrics Analysis and Taxonomy

M Mudabbir, A Mosavi - 2023 IEEE 27th International …, 2023 - ieeexplore.ieee.org
This article presents a comprehensive review of the machine learning methods used to
model the service life of various products, which is a critical aspect of product development …

Leveraging Bridge and Environmental Features to Analyze Coating Conditions of Steel Bridges in Florida Using Neural Network Models

MA Rahman, L Zhang, K Lau, X Lv - Journal of Performance of …, 2023 - ascelibrary.org
The safety, integrity, and longevity of steel bridge elements are affected by various
environmental factors, such as moisture, atmospheric pollutants, and temperature. Protective …

A Multilayer Perceptron-Based Neural Network Model for Predicting Steel Bridge Coating Conditions by Integrating Bridge and Environmental Features

MA Rahman, L Zhang, K Lau, X Lv - Computing in Civil Engineering …, 2024 - ascelibrary.org
The service environments (eg, climatic environments, water environments) of steel bridges
have severe impacts on the performance of their protective coatings, thus affecting the …

[PDF][PDF] Significant Factors of Bridge Deterioration Task 1 Report: Literature Review

D Fick, M Bell - 2023 - mdt.mt.gov
Bridges structures deteriorate over time due to various factors such as environmental
conditions, traffic loads, and age. Understanding the variables that affect bridge deterioration …