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Paul Casto & Mike Raible, Secretary and Vice Chair. Reliability Analytics Special Interest Group. Presentation to Houston SMRP MARS Conference Galveston, TX August 22, 2012. SMRP "Reliability Analytics" Special Interest Group. Mission

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reliability analytics special interest group

Paul Casto & Mike Raible, Secretary and Vice Chair

Reliability AnalyticsSpecial Interest Group

Presentation to Houston SMRP

MARS Conference

Galveston, TX

August 22, 2012

smrp reliability analytics special interest group
SMRP "Reliability Analytics" Special Interest Group

Mission

To be a premiere resource for advancing Reliability Analytics

Vision

To develop and promote leaders in Reliability Analytics

Scope

Special Interest Groups, or SIG\'s, are self-governing groups withinSMRP, which exist for connecting people with a shared interest, to share general information within a portion of the field of "Reliability and Physical Asset Management".

reliability analytics topics
"Reliability Analytics" topics

Design for Reliability

• Reliability Design Requirements

• System Reliability Analysis

• RAM modeling

• Monte Carlo simulation

Collecting Data for Reliability Analytics

• Failure history codes

• Data extraction and preparation

Using Process Condition to Detect Failure in advance

reliability analytics topics1
"Reliability Analytics" topics

Data Mining

• Bad Actor Analysis

Item & Component Failure Rate Determination

• MTTF / MTBF

• Simple Exponential Reliability

Evaluating whether maintenance plans/strategies are working

• Reliability Growth Analysis (Crow AMSAA)

• Weibull Analysis

• Cost of Unreliability

reliability analytics topics2
"Reliability Analytics" topics

Advanced Modeling & Prognostics

• Bayesian

• Markov

• Neural networks

• Similarity Models

• Proportional Hazard Models

Risk Analysis

• Signature / Authorization levels

• Life Cycle Cost Analysis

• Critical Spares Analysis

• Warranty Statistics

• Fault Tree Analysis

value proposition
Value Proposition

The SMRP Reliability Analytics Special Interest Group (SIG) could therefore help members learn to, within their respective organizations:

1. champion "Reliability Analytics"

2. communicate (skills & methods) the value of "Reliability Analytics"

3. differentiate "Reliability Analytics" from other reliability engineering tools (e.g. RCFA, RCM, Condition-Based Maintenance)

4. show practical applicability ("statistics that make sense") of "Reliability Analytics"

5. evaluate whether their maintenance plans/strategies are working

value proposition1
Value Proposition

The SMRP Reliability Analytics Special Interest Group (SIG) could therefore help members learn to, within their respective organizations:

  • championing a “failure free” environment
  • use “Reliability Analytics” to support value based recommendations that drive the right changes in strategy and tactics
    • Data-driven, not emotional decision making (“Do we need a spare for that on hand?”)
    • Improvements in hardware and system reliability are based on sound reliability analyses
    • value is measureable in various business contexts
value proposition2
Value Proposition

The information above could be communicated to SIG membership via:

• free monthly or quarterly webinars

• semi-annual in-person meetings, including one at the annual SMRP Conference

• technical topic–centered social media

Through the items listed above, we will be:

• learning how to make our employers more profitable

• helping to advance the practice of reliability engineering

• elevating understanding of certain concepts & tools within the larger SMRP community

• helping to grow the information about Reliability Analytics in the SMRP Body of Knowledge

reliability analytics sig formation committee
Reliability Analytics SIG Formation Committee

Timothy R. Holmes, Chair DuPont

Mike Raible, Co-Chair Eastman Chemical

Paul Casto, Historian/Secretary Meridium

Paul Barringer Barringer & Associates

Stanford J. LeBlanc NASA

for more information contact
For More Information, Contact:

Timothy R. Holmes (615)828-8682

Mike Raible (423)229-5031

Paul Casto (540)344-9205

Paul Barringer (281)852-6810

Stanford J. LeBlanc (281)244-7662

Cindy Boyd, SMRP SIG Chair (713)481-3320

Howard Penrose, SMRP Director (630)487-6223

Ed Foster, SMRP Membership Chair (281)983-6050

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