Flying High With Data Analytics & Optimization - Aviation Industry By Korina Mercado
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Have you ever wondered how Aviation Industry with its complexity manages their big data to optimize their operations? This session is to discuss importance of data analytics in aviation industry operations as it uncovers hidden patterns, unknown correlations, market trends, customer preferences and other useful information. It is useful to airline operations in making efficient PI projects to provide well-informed business decision. The answer is hiding in your data sets, let’s leverage in our analytics journey! What gets measured gets managed. Your data will talk to you, if you’re willing to listen.
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- 19. 0.00 0.50 1.00 1.50 2.00 2.50 3.00 3.50 4.00 4.50 5.00 0 50 100 150 200 250 300 No.of Pieces Weight in Tons BCD CEB DVO ILO LAO PPS Standard Capacity for Domestic Cargo = 3000 kg/ 3.31 tons 80% of the Standard Capacity = 2.65 tons 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Passenger Load Factor Analysis CEB DVO ILO LAO PPS
- 20. Aircraft Servicing Arrival : Engines Off Pushback, without ground delay Departure: Engines On Definition of TGT
- 21. Macro Activity Flow B777 US - FFO Legend: 1 A - p1 - p2 - p3 - p5 - p6 p7 - B 42 7 A - c2 - c4 - c6- p7 - B Activity No. 2 A - p1 - p2 - p4 - p5 - p6 p7 - B 36 8 A - c2 - c4 - c7- p7 - B ES Accountable Unit EF 3 A - c1 - c4 - c5 - p7 - B 90 9 A - c3 - c4 - c5- p7 - B EF 4 A - c1 - c4 - c6 - p7 - B 90 10 A - c3 - c4 - c6 - p7 - B 5 A - c1 - c4 - c7- p7 - B 46 11 A - c3 - c4 - c7- p7 - B EF DURATION LF 6 A - c2 - c4 - c5- p7 - B 90 12 A - a1 - a2 - a3- p7 - B LF A START p p1 p2 p3 p3 p3 p3 p3 c 1 AOD 2 2 AOD 15 15 AOD 40 0 Accountable Unit 0 0 Accountable Unit 0 0 Accountable Unit 0 0 Accountable Unit 0 a B END 0 1 1 2 2 13 15 15 25 40 0 0 0 0 0 0 A Activity No. Activity No. p4 p6 p6 0 AED 1 0 Accountable Unit 0 0 Accountable Unit 0 15 IFSD 34 0 IFSD 0 0 IFSD 0 0 1 1 0 0 0 0 0 0 15 19 34 0 0 0 0 0 0 Added p6 p6 p6 p6 40 SECURITY 66 66 IFSD 81 81 IFSD 119 0 IFSD 0 0 IFSD 0 40 26 66 66 15 81 81 38 119 0 0 0 0 0 0 Activity No. c1 Activity No. c5 Activity No. Activity No. p7 p7 0 Accountable Unit 0 1 AOD 45 0 Accountable Unit 0 45 AOD 88 0 Accountable Unit 0 0 Accountable Unit 0 0 AOD 0 0 AOD 0 0 0 0 1 44 45 0 0 0 45 43 88 0 0 0 0 0 0 0 0 0 0 0 0 Activity No. c2 c4 c6 Activity No. Activity No. p7 B 0 Accountable Unit 0 1 AOD 45 45 AOD 45 45 AOD 88 0 Accountable Unit 0 0 Accountable Unit 0 119 AOD 120 120 AOD 121 0 0 0 1 44 45 45 0 45 45 43 88 0 0 0 0 0 0 119 1 120 120 1 121 Activity No. c3 Activity No. c7 Activity No. Activity No. p7 p7 0 Accountable Unit 0 1 AOD 1 0 Accountable Unit 0 45 AOD 90 0 Accountable Unit 0 0 Accountable Unit 0 0 AOD 0 0 AOD 0 0 0 0 1 0 1 0 0 0 45 45 90 0 0 0 0 0 0 0 0 0 0 0 0 Activity No. a1 a2 a3 c6 Activity No. p7 p7 0 Accountable Unit 0 1 AOD 69 69 AOD 82 82 AOD 95 0 AOD 0 0 Accountable Unit 0 0 AOD 0 0 AOD 0 0 0 0 1 68 69 69 13 82 82 13 95 0 0 0 0 0 0 0 0 0 0 0 0 Remove Aerobridge/ Close Remove Aerobridge/ Close Engine Shutdown/Chocks Fuel Aircraft Service Lavatories Service Potable Water Load Aft Compartment Engine Shutdown/Chocks Chocks Off/ Pushback Engine Shutdown/Chocks Unload Bulk Compartment Engine Shutdown/Chocks Load Bulk Compartment Engine Shutdown/Chocks Engine Shutdown/Chocks Remove Aerobridge/ Close Remove Aerobridge/ Close Engine Shutdown/Chocks Unload Aft Compartment Baggage Delivered at Planeside Load Aft Compartment Engine Shutdown/Chocks Board Passengers Board Passengers Engine Shutdown/Chocks Unload Forward Compartment Engine Shutdown/Chocks Load Forward Compartment Engine Shutdown/Chocks Engine Shutdown/Chocks Remove Aerobridge/ Close Remove Aerobridge/ Close Engine Shutdown/Chocks Remove Aerobridge/ Close Board Passengers Board Passengers Aircraft Security Check (US Bound) Cabin Crew Preparation Engine Shutdown/Chocks Engine Shutdown/Chocks Engine Shutdown/Chocks Catering Servicing Board Passengers Passenger Services Cargo Baggage Handling Aircraft Servicing Position Aerobridge/ Open Deplane Passengers Cabin Cleaning 49 97 Engine Shutdown/Chocks Engine Shutdown/Chocks Engine Shutdown/Chocks Engine Shutdown/Chocks 90 92 46 Activity Name 46
- 23. IrregularOperations The Crystal Ball Seamless Recovery Bringing the customers to the Center of Recovery Network Economics ( Balancing Customer and Cost ) TheBusinessChallenge https://www.iata.org/events/Documents/Datathon-2019/Data-Science-Hype-or-Ripe-for-Aviation-White-Paper.pdf
- 26. Maintenance Control Center IOCC (OCC,CFD, CP&S) *Commercial Planning; Fuel; Cargo; Network Management; Revenue Management GRH Control Center Airport Control Center Hub Control Center Spoke Airport En-route Hub Airport En-route Spoke Airport Off-Blocks Spoke Airport Take-Off Spoke Airport Touchdown Ground Event Take-Off Touchdown Spoke Airport On-Blocks Spoke Airport OCC CFD CP&S HCC