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Review of probability and statistical probability notions
Introduction to Reliability concepts
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Life cycle. |
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Reliability and Wear functions. |
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Breakdown rates, mortality and occurrence frequency rates. |
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Mean Time Between Failures (MTBF) |
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Principal life cycle duration distributions used in reliability management |
Multiple Component Systems
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Series system. |
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Parallel systems. |
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Standby system. |
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Network. |
System Performance optimization
Optimization with constraints
System maintainability
System availability
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Mean Time To Repair (MTTR) |
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Mean Down Time (MDT) |
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Up Time Ratio (UTR) |
Decision-making aids
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Pareto. |
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Ishikawa. |
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Multi-criteria. |
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Failure tree. |
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Failure Mode, Effects, and Criticality Analysis (FMECA) |
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Theory of Decision-making. |
Rules for Decision-making (Preventative/Corrective)
Preventative maintenance strategies
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Costs (age and unit). |
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Availability. |
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Costs and spare parts. |
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Repair versus replacement. |
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Timely maintenance. |
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Performance Indicators (OEE =Overall Equipment Efficiency). |
Analysis Techniques and Tools
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Text Mining. |
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Intervention Efficiency. |
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Data Analysis. |
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Data Mining. |
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Multi-dimensional statistical analysis. |
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Available analysis tools. |
Introduction to Maintenance Management
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Total Productive Maintenance (TPM), Reliability-Centered Maintenance (RCM), Computerized Maintenance Management System (CMMS), Total Quality Management (TQM)/Six Sigma, Terotechnology. |
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Maintenance versus new information technologies. |
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