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Reliability Analytics and the Body of Knowledge

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

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Reliability Analytics and the Body of Knowledge

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  1. Reliability Analytics and the Body of Knowledge SMRP Reliability Analytics SIG Michael Raible, CMRP, CRE SIG Chair 03/26/2013

  2. Agenda • Introduction • Searching the SMRP Library • Reliability Analytic Topics in BOK • Gaps

  3. Maintenance and Reliability • BigM, little r? • Or • little m, BigR?? • Ron Moore – August 2012 Solutions Magazine “Advance Reliability Analytics and develop and promote leaders in Reliability Analytics” SIG Mission / Vision

  4. Advanced Search

  5. Other Search Methods

  6. 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

  7. 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

  8. 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

  9. 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 BigR

  10. Questions / Discussion

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