Attached is the paper related to infrastructure deterioration study.

Markov chain applications in modelling facility condition deterioration
International Journal of critical infrastructures

Keywords: Markov chain model; transition probability matrix; variation;
sensitivity; regression, life cycle cost analysis, life cycle assessment, sewer pipe, pipeline