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January 20, 2026Transportation Research Record Journal of the Transportation Research Board0 citations

Probability-Based Pavement Asset Management in Ireland

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RMRay McGowanAOAlan O’ConnorKFKieran Feighan

Key Points

  • The research aims to optimize pavement lifecycle management through Markov processes, assessing factors influencing condition indicators.
  • Developed transition probability matrices (TPMs) for various condition indicators.
  • Incorporated additional factors like annual average daily traffic.
  • Evaluated homogeneous versus non-homogeneous Markov chains.
  • Considered updates to TPMs based on new materials and climate change effects.
  • Highlighted the significant impact of probabilistic techniques in pavement asset management.
  • Demonstrated the importance of budget allocation across the road network for effective management.

Abstract

This paper conducts an investigation into the application of Markov processes for optimizing the lifecycle management of pavements on the Irish national road network. Transition probability matrices (TPMs) are developed for a range of condition indicators, incorporating additional factors such as annual average daily traffic. The influence of these factors on the derived TPMs is illustrated. A methodology for updating the TPMs to facilitate consideration of the effects of incorporation of new materials, environmental management and/or of the effects of climate change and advance deterioration is considered. The research assesses the merits of employing homogeneous versus non-homogeneous Markov chains. The findings underscore the significant impact of probabilistic techniques in the domain of pavement asset management but considering budget allocation across the network for a specified time horizon.

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Cite This Study

McGowan et al. (2026) studied this question.

synapsesocial.com/papers/696f1a629e64f732b51eeb3ehttps://doi.org/10.1177/03611981251375021
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Markov Chain Modeling of Pavement Surfacing2015 · 11 citations
  2. 2Stochastic model for strategic assessment of road maintenance2005 · 18 citations
  3. 3Estimation of Infrastructure Transition Probabilities from Condition Rating Data1995 · 325 citations
  4. 4Modeling of risk-based inspection, maintenance and life-cycle cost with partially observable Markov decision processes2004 · 94 citations
  5. 5An Overview of Pavement Degradation Prediction Models2022 · 67 citations