R ELIABILITY A NALYTICS AND THE B ODY OF K NOWLEDGE SMRP Reliability Analytics SIG Michael Raible, CMRP, CRE SIG Chair 03/26/2013

A GENDA Introduction Searching the SMRP Library Reliability Analytic Topics in BOK Gaps

M AINTENANCE AND R ELIABILITY Big M, little r? Or little m, Big R ?? Ron Moore – August 2012 Solutions Magazine “Advance Reliability Analytics and develop and promote leaders in Reliability Analytics” SIG Mission / Vision

A DVANCED S EARCH

O THER S EARCH M ETHODS

M AINTENANCE IN BOK Maintenance – 5683 Planning & Scheduling Resources Training CMMS – 802 Labor – 681 Contractors – 208 Material / Stores – 945 Condition Based Maintenance - 563

R ELIABILITY A NALYTICS IN BOK Reliability Design for Reliability RAM Modeling – 83 Monte Carlo simulation – 28 Design – 1015 Data Mining Bad Actor, Pareto, Mining – 126 Failure Rate Determination MTBF, MTTF – 274 Exponential Reliability – 16 Maintenance Plans / Strategies Reliability Growth ( Crow AMSAA) – 234 Weibull Analysis – 114 Cost of Unreliability - 40

R ELIABILITY A NALYTICS IN BOK Advanced Modeling & Prognostics Prognostics – 70 Bayesian – 17 Markov – 12 Neural Networks – 6 Proportional Hazard Models – 10 Risk Analysis Life Cycle Cost Critical Spares Warranty – 31

R ELIABILITY A NALYTICS IN BOK - G APS Focus on Analytic Topics dwarfed by Maintenance Topics SMRP Conference – Presentations on Analytical Topics ( Submit Abstracts for 2013 Conference ) SIG presentations ( Webinars / Face to Face ) Educate Members of Value of Analytics Encourage the Big R

Questions / Discussion