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Mohammed Salem Awad 
Aden Regional Director 
YEMENIA 
Date of Issue: 
30 Nov 2014
“Excellence is never an 
accident. It is always the 
result of high intention, 
sincere effort, and 
intelligent execution; it 
represents the wise choice 
of many alternatives - 
choice, not chance, 
determines your destiny.” 
― Aristotle 
Aristotle
• RYANAIR 
• Data Base. 
• Forecasting Approach 
• Mathematical Model 
• Forecasting Accuracy 
• Signal Tracking Analysis 
• Passengers Evaluation 
• Model Vs Actual 
• Measuring The Error 
• RYANAIR ON SPOT 
• Passenger Forecasting 
2015 – graph 
• Passenger Forecasting 
2015 – Table 
• Contact
Ryanair is Europe’s only ultra-low 
cost carrier (ULCC), operating more 
than 1,600 daily flights (over 
500,000 per year) from 57 bases, 
across 1,600 low fare routes, 
connecting 180 destinations in 29 
countries and operating a fleet of 
303 new Boeing 737-800 aircraft. 
Ryanair has recently announced firm orders for a further 175 new 
Boeing aircraft, which will be delivered between 2014 and 2018. 
Ryanair currently has a team of more than 9,000 highly skilled 
professionals, will carry over 81.5 million passengers this year and 
has an outstanding 29-year safety record.
Defining the Max/Min S. T. in the control band. 
Golden Rule -4 < Signal Tracking < + 4 
And Coefficient of Determination > 80 %
We will use the concept of 
Forecasting by Objectives 
to develop a fair matrix decision, so forecasting by 
objective ; can be either by: 
- Classical Method by Evaluation R2 
- Setting Signal Tracking S. T. (36 ) to Zero 
- Defining the Max/Min S. T. in the control band. 
- Targeting the final results of the annual long term 
forecast. 
- Reflecting the impact of the most recent monthly 
data. 
Golden Rule -4 < Signal Tracking < + 4 
And Coefficient of Determination > 80 %
Rotational Vs Displacement
(R) Coefficient of Determination 
Vs Signal Tracking
Max/Min S. T. in the control Range. 
Golden Rule -4 < Signal Tracking < + 4 
And R Coefficient of Determination > 80 %
For 36 data set only two reading that 
exceeds 5 % errors. 
All the remaining reading for 3 years data 
base are below 5 % errors !!!!!!!!
ON TARGET 
PASSENGERS 
FORECASTING 
2015
Welcome in the Club :
Contact : 
smartdecision2002@yahoo.com 
www.slideshare.net/airports_forecasting 
Date of Issue: 
30 Nov 2014

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Forecasting Passenger Numbers for Ryanair Airlines

  • 1. Mohammed Salem Awad Aden Regional Director YEMENIA Date of Issue: 30 Nov 2014
  • 2. “Excellence is never an accident. It is always the result of high intention, sincere effort, and intelligent execution; it represents the wise choice of many alternatives - choice, not chance, determines your destiny.” ― Aristotle Aristotle
  • 3. • RYANAIR • Data Base. • Forecasting Approach • Mathematical Model • Forecasting Accuracy • Signal Tracking Analysis • Passengers Evaluation • Model Vs Actual • Measuring The Error • RYANAIR ON SPOT • Passenger Forecasting 2015 – graph • Passenger Forecasting 2015 – Table • Contact
  • 4. Ryanair is Europe’s only ultra-low cost carrier (ULCC), operating more than 1,600 daily flights (over 500,000 per year) from 57 bases, across 1,600 low fare routes, connecting 180 destinations in 29 countries and operating a fleet of 303 new Boeing 737-800 aircraft. Ryanair has recently announced firm orders for a further 175 new Boeing aircraft, which will be delivered between 2014 and 2018. Ryanair currently has a team of more than 9,000 highly skilled professionals, will carry over 81.5 million passengers this year and has an outstanding 29-year safety record.
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  • 6. Defining the Max/Min S. T. in the control band. Golden Rule -4 < Signal Tracking < + 4 And Coefficient of Determination > 80 %
  • 7. We will use the concept of Forecasting by Objectives to develop a fair matrix decision, so forecasting by objective ; can be either by: - Classical Method by Evaluation R2 - Setting Signal Tracking S. T. (36 ) to Zero - Defining the Max/Min S. T. in the control band. - Targeting the final results of the annual long term forecast. - Reflecting the impact of the most recent monthly data. Golden Rule -4 < Signal Tracking < + 4 And Coefficient of Determination > 80 %
  • 9. (R) Coefficient of Determination Vs Signal Tracking
  • 10. Max/Min S. T. in the control Range. Golden Rule -4 < Signal Tracking < + 4 And R Coefficient of Determination > 80 %
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  • 13. For 36 data set only two reading that exceeds 5 % errors. All the remaining reading for 3 years data base are below 5 % errors !!!!!!!!
  • 14. ON TARGET PASSENGERS FORECASTING 2015
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  • 17. Welcome in the Club :
  • 18. Contact : smartdecision2002@yahoo.com www.slideshare.net/airports_forecasting Date of Issue: 30 Nov 2014