Forecast decision system and method
View Patent ↗A system and method for making a decision of whether to carry additional fuel on an aircraft for a particular flight based on a forecast, such as for low visibility and ceiling. Preferably, observations-based probabilistic forecasts are utilized. The forecast probability of the weather at the planned aerodrome being below a prescribed minimum level is calculated using statistical regression analysis of past data. An optimal probability is estimated using cost parameters on an individual flight bases. If this forecast probability is greater than the optimal probability for a particular flight, then extra fuel is carried by that flight. This is in contrast to current practice whereby the same categorical forecast is applied to all flights. The combination of improved short-term forecasts and identification of optimal forecast probabilities minimizes the financial impact of errors and weather forecasts on airline operations thereby providing a superior financial outcome.
1. A method of assigning alternate fuel for an aircraft for a flight, comprising the steps of:
receiving at least one probabilistic forecast of a weather event for a desired destination;
receiving an optimal probability threshold for the flight; and
comparing the probabilistic forecast to the optimal probability threshold for the flight and assigning alternate fuel if the probabilistic forecast is greater than or equal to the optimal probability threshold.
2. The method of claim 1 , wherein the at least one probabilistic forecast relates to ceiling conditions.
3. The method of claim 1 , wherein the at least one probabilistic forecast relates to visibility conditions.
4. The method of claim 1 , wherein the at least one probabilistic forecast is generated utilizing an observations-based statistic.
5. The method of claim 1 , wherein the optimal probability threshold is generated utilizing operating costs data associated with the flight.
6. The method of claim 5 , wherein the optimal probability threshold is generated using the formula p(opt)=CR/(1CR), where CR is the cost ratio and equals the false alarm cost for the flight divided by the miss cost for the flight.
7. A system for assigning alternate fuel for an aircraft for a flight, comprising:
a forecast module generating at least one probabilistic forecast of a weather event for a desired destination;
a threshold module generating an optimal probability threshold for the flight;
a decision module receiving the at least one probabilistic forecast from the forecast module and receiving the optimal probability threshold from the threshold module, the decision module comparing the probabilistic forecast to the optimal probability threshold for the flight and assigning alternate fuel if the probabilistic forecast is greater than or equal to the optimal probability threshold.
8. The system of claim 7 , wherein the at least one probabilistic forecast relates to ceiling conditions.
9. The system of claim 7 , wherein the at least one probabilistic forecast relates to visibility conditions.
10. The system of claim 7 , wherein the at least one probabilistic forecast is generated by the forecast module utilizing an observations-based statistic.
11. The system of claim 7 , wherein the optimal probability threshold is generated utilizing operating costs data associated with the flight.
12. The system of claim 11 , wherein the optimal probability threshold is generated using the formula p(opt)=CR/(1=CR), where CR is the cost ratio and equals the false alarm cost for the flight divided by the miss cost for the flight.