Making Sense of Data Analytics -...
Transcript of Making Sense of Data Analytics -...
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Making Sense of Data AnalyticsJohn Maggiore Director of Maintenance and Leasing Solutions Digital Aviation Boeing
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Results
Action
Decision
Decision Automation
Decision Support
Human Assessment
Human Assessment
Human Assessment
Predictive: What will happen?
Prescriptive: What should we do?
Diagnostic: Why did it happen?
Descriptive: What happened?
Dat
a
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Analytics Expertise Aerospace Domain Knowledge People and Processes Applications and Delivery
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Analytics Embedded in Today’s Offerings
Crew and Fleet Optimization
Fuel Dashboard Engine and Asset Optimization Optimized
Maintenance Program
Flight Optimization
Airplane Health Management
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What Does Analytics Look Like?
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n Pre— Failuren Post
APU speed
C°APU Temp vs Speed
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-35 -34 -33 -32 -31 -30 -29 -28 -27 -26 -25 -24 -23
PLF PLF PLF PLF PLF PLF PLF PLF PLF PLF PLF PLF PLF PLF PLF PLF PLF PLF PLF PLF
— 02 Day moving average— 60 Day moving average- -Alert limit(s)X Raw data
5500
3000
500
-500Nov. 2012 Dec. Jan. 2013
0
Sum of Rate Change of TMcur
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Delivering Analytics to Solve Focused Problems
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Delivering Analytics to Support the Fleet
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Improve operator efficiency
Minimize disruption impact
Leverage real-time information
Increase asset availability
Optimize crew utilization
Reduce fuel consumption
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