Time-Based Modeling of Concrete Bridge Deck Deterioration Using Probabilistic Models

Guler, S I; Radlinska, Aleksandra; Lu, M; Hydock, J; Center for Integrated Asset Management for Multimodal Transportation Infrastructure Systems (CIAMTIS); Pennsylvania State University. Department of Civil and Environmental Engineering

Advanced Search

Select up to three search categories and corresponding keywords using the fields to the right. Refer to the Help section for more detailed instructions.

Search our Collections & Repository

Advanced Search
Custom Query

All these words:

For very narrow results

This exact word or phrase:

When looking for a specific result

Any of these words:

Best used for discovery & interchangable words

None of these words:

Recommended to be used in conjunction with other fields

Language:

Dates

Publication Date Range:

to

Document Data

Title:

Document Type:

Library

Collection:

Series:

People

Author:

Clear All

Query Builder

Query box

Clear All

For additional assistance using the Custom Query please check out our Help Page

i

Time-Based Modeling of Concrete Bridge Deck Deterioration Using Probabilistic Models

2021-01-01
By Guler, S I ; Radlinska, Aleksandra ; Lu, M ; ...

[PDF-1.58 MB]

English

Details You May Also Like

Details:

Creators:

Guler, S I ; Radlinska, Aleksandra ; Lu, M ; Hydock, J

Guler, S I ; Radlinska, Aleksandra ; Lu, M ; Hydock, J Less -
Corporate Creators:

Center for Integrated Asset Management for Multimodal Transportation Infrastructure Systems (CIAMTIS) ; Pennsylvania State University. Department of Civil and Environmental Engineering

Center for Integrated Asset Management for Multimodal Transportation Infrastructure Systems (CIAMTIS) ; Pennsylvania State University. Department of Civil and Environmental Engineering Less -
Corporate Contributors:

United States. Department of Transportation. Research and Innovative Technology Administration ; United States. Department of Transportation. University Transportation Centers (UTC) Program

United States. Department of Transportation. Research and Innovative Technology Administration ; United States. Department of Transportation. University Transportation Centers (UTC) Program Less -
Subject/TRT Terms:

[+]

Bayes' Theorem Bayesian Optimzation Bridge Deck Deterioration Bridge Decks Concrete Bridges Deterioration Forecasting Infrastructure Management Probability Service Life
Publication/ Report Number:

CIAM-UTC-REG10
Resource Type:

Tech Report
Geographical Coverage:

Pennsylvania ; United States

Pennsylvania ; United States Less -
Edition:

Final Report 03/01/2019 – 08/31/2021
Corporate Publisher:

Center for Integrated Asset Management for Multimodal Transportation Infrastructure Systems (CIAMTIS)
Abstract:

This research developed a robust, self-learning, probabilistic model to predict the service life of concrete bridge decks and subsequently other infrastructure components. The model originated from the existing performance data for 22,000 bridge decks in the State of Pennsylvania and utilized advanced statistical tools, including Bayesian probabilistic networks. The newly developed tool can allow state departments of transportation to: (1) accurately predict the lifetime of concrete bridge decks, and (2) establish more efficient and accurate management decisions, resulting in increased longevity of the nation’s infrastructure.
Format:

PDF
Funding:

69A3551847103
Collection(s):

University Transportation Centers US Transportation Collection
Main Document Checksum:

[+]

urn:sha256:569a61e18a8003aa2717f42b6d63fefa6a3d8a0463d457fabfba1e23a7fa6d66
Download URL:

https://rosap.ntl.bts.gov/view/dot/56909/dot_56909_DS1.pdf
File Type:

No Additional Files

More +

Time-Based Modeling of Concrete Bridge Deck Deterioration Using Probabilistic Models

Details:

Supporting Files

You May Also Like