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RELIABILITY ANALYTICS AND THE BODY OF KNOWLEDGE

SMRP Reliability Analytics SIG

Michael Raible, CMRP, CRE

SIG Chair

03/26/2013

AGENDA

Introduction Searching the SMRP Library Reliability Analytic Topics in BOK Gaps

MAINTENANCE AND RELIABILITY

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

ADVANCED SEARCH

OTHER SEARCH METHODS

MAINTENANCE IN BOK Maintenance – 5683

Planning & Scheduling - 205

Resources - 399

Training - 1555

CMMS – 802

Labor – 681

Contractors – 208

Material / Stores – 945

Condition Based Maintenance - 563

RELIABILITY ANALYTICS IN BOK Reliability - 3581

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

RELIABILITY ANALYTICS IN BOK

Advanced Modeling & Prognostics Prognostics – 70 Bayesian – 17 Markov – 12 Neural Networks – 6 Proportional Hazard Models – 10

Risk Analysis Life Cycle Cost - 319 Critical Spares - 216 Warranty – 31

RELIABILITY ANALYTICS IN BOK - GAPS

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