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ACHILLES Reading Guide 6: The role of data analytics in decision-making

Lookup NU author(s): Dr Aleksandra Svalova, Dr Peter Helm, Dr Jordan Oakley

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This work is licensed under a Creative Commons Attribution 4.0 International License (CC BY 4.0).


Abstract

Long linear infrastructure, e.g. highways and railways, includes large numbers of dispersed earthwork assets. Depending on their age and history, it can be practically impossible to constantly maintain up-to-date condition information. However, this data, and models using it, play a vital role in predicting earthwork behaviour and guiding intervention decision-making, which must take account of both the likelihood and consequences of asset failures. ACHILLES has developed novel surrogate models to help address uncertainty in earthwork assessment and make the most of limited data.


Publication metadata

Author(s): Loveridge F, Svalova A, Helm PR, Armstrong A, Oakley J

Publication type: Report

Publication status: Published

Series Title:

Year: 2023

Print publication date: 24/11/2023

Online publication date: 15/12/2023

Acceptance date: 24/11/2023

Institution: Newcastle University

Place Published: Newcastle upon Tyne

URL: https://www.achilles-grant.org.uk/wp-content/uploads/2023/12/ACHILLES-Reading-Guide-SIX-V2_2023_12_13.pdf


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