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.23147054
Primary Topic
Infrastructure Maintenance and Monitoring
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
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
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

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