# Markov approach to early diagnostics, reliability assessment, residual life and optimal maintenance of pipeline systems

> Research article (Structural Safety, 2015) · cited 30× · AI/ML

**Wikidata**: [openalex:W2190727803](https://www.wikidata.org/wiki/openalex:W2190727803)  
**Source**: https://4ort.xyz/entity/markov-approach-to-early-diagnostics-reliability-assessment-residual-life-and-optimal-maintenance-of-pipeline-systems