A Data-Driven Framework for Predictive Maintenance and Cost-Informed Planning of Airport Pavements

This working paper presents a data-driven framework for predictive maintenance and cost-informed planning of airport pavements. Using multi-airport pavement-condition data, it applies statistical and machine-learning models to forecast deterioration and support maintenance timing, lifecycle-cost analysis, and capital planning. The research demonstrates a reproducible approach designed for continued validation and application across U.S. airports.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-05
DOI
https://doi.org/10.5281/zenodo.23147055
Primary Topic
Infrastructure Maintenance and Monitoring
Type
article
Field-Weighted Citation Impact
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article

A Data-Driven Framework for Predictive Maintenance and Cost-Informed Planning of Airport Pavements

ESTHER OLUWADAMILOLA AINA
Zenodo (CERN European Organization for Nuclear Research)
Infrastructure Maintenance and Monitoring
article

A Data-Driven Framework for Predictive Maintenance and Cost-Informed Planning of Airport Pavements

ESTHER OLUWADAMILOLA AINA
article en

Abstract

This working paper presents a data-driven framework for predictive maintenance and cost-informed planning of airport pavements. Using multi-airport pavement-condition data, it applies statistical and machine-learning models to forecast deterioration and support maintenance timing, lifecycle-cost analysis, and capital planning. The research demonstrates a reproducible approach designed for continued validation and application across U.S. airports.

Zenodo (CERN European Organization for Nuclear Research)
Industry, innovation and infrastructure, Sustainable cities and communities
Openalex Percentile: Top 18%
Infrastructure Maintenance and Monitoring
DOIOpen Access PDFOpenAlex
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A Data-Driven Framework for Predictive Maintenance and Cost-Informed Planning of Airport Pavements — ESTHER OLUWADAMILOLA AINA · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS