Service Platform for Green European TransportationService Platform for Green European Transportation...
Transcript of Service Platform for Green European TransportationService Platform for Green European Transportation...
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Service Platform for
Green European Transportation
TU/e, Exodus, Hasso Plattner Institut,
IBM Zurich Research Lab,
Jan de Rijk Logistics, Portbase, PTV,
TransVer, Wirtschaftsuniversität Wien
Kuehne+Nagel, viaDonau, TomTom, DHL
Remco Dijkman, Paul Grefen
GET SERVICEPLATFORM
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Control Theory
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Transport System
Environment
Ctrl
System
Information
System
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Control Theory
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TS
Environment
CS IS
CS IS
CS IS
TS TS
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Context
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CS IS
CS IS
CS IS
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Context
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CS IS CS
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Problems
• Limited information visibility
• Limited control
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Limited information visibility
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Example:
Empty miles
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Limited control
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Limited control
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Example:
Multi-modal transport
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Project goal
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CS IS CS
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Project goal
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CS IS
CS IS
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CS IS CS
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Common Information Bus
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Challenges
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real-time
control
aggregate real-time data
real-time planning
CS IS
CS IS
CS IS
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Aggregate real-time data
• aggregate high volume, incomplete, inaccurate data
• to low volume, complete, accurate information
• automatically
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ETD accuracy
Error in manual ETD (|ETD – ATD|)
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53 hours
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ETD accuracy
Error in manual ETD (|ETD – ATD|)
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Error Ships (%)
- 0:30 42%
0:30 - 1:00 13%
1:00 - 2:00 9%
2:00 - 4:00 10%
4:00 - 8:00 8%
8:00 - 12:00 4%
12:00 - 14%
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Aggregate real-time data
• aggregate high volume, incomplete, inaccurate data
• to low volume, complete, accurate information
• automatically
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ETD aggregation
Predict ETD on the basis of available information:
• ETA
• ATA
• Berth
• Cargo
• …
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ETD aggregation
• Improvement possible
• Error is ‘smeared out’
• Real-time updates not taken into account
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MAD MAD* Verschil MSE MSE* Verschil MAPE MAPE* Verschil
Model 1a 3,90 3,88 - 0,5% 36,79 26,35 - 25,4% 0,13 0,14 + 7,7%
Model 1b 3,90 2,90 - 25,6% 36,79 16,64 - 54,8% 0,13 0,11 - 15,4%
Model 2 3,35 2,50 - 25,4% 25,22 14,00 - 44,5% 0,16 0,12 - 25,0%
Model 3 7,54 6,75 - 10,5% 185,66 115,15 - 38,0% 0,20 0,23 + 15,0%
Model 4 32,50 19,95 - 38,6% 1644,9 916,0 - 44,3% 0,81 0,45 - 44,4%
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Challenges
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real-time
control
aggregate real-time data
real-time planning
CS IS
CS IS
CS IS
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Real-time planning
Transport Planning Algorithms
• real-time planning
• predictive planning
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Real-time control
• execute end-to-end transport plan
• automatically change the plan
• compute minimum change
• rollback
• redo
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Summary
Facilitate:
• provisioning of real-time information
• real-time planning
• real-time control
Thus:
• reducing empty-miles
• enabling multi-modal transport
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