Stochastic flight planning systems and methods
A flight planning system and method include one or more control units configured to determine, from ensemble data, a plurality of flight plans for an aircraft from a departure location to an arrival location. The ensemble data includes an aggregation of data from multiple data sources. In at least one example, the one or more control units are further configured to determine a preferred flight plan from the plurality of flight plans.
1. A method comprising:
receiving different weather predictions from weather forecasting sub-systems located at a departure location of an aircraft and an arrival location for the aircraft;
identifying common aspects of the different weather predictions;
discarding outlying aspects of the different weather predictions;
determining, using one or more control units, a plurality of flight plans for an aircraft from the departure location to the arrival location, the plurality of flight plans determined from ensemble data that includes the common aspects of the different weather predictions and that does not include the outlying aspects of the different weather predictions;
selecting a preferred flight plan from the plurality of flight plans; and
automatically operating, with a flight computer, the aircraft according to the preferred flight plan between the departure location and the arrival location.
2. The method of claim 1 , wherein said determining comprises stochastically determining the plurality of flight plans from the ensemble data.
3. The method of claim 1 , wherein said selecting the preferred flight plan comprises:
generating a matrix of possible flight cost outcomes of fuel consumption for the plurality of flight plans; and
calculating an aggregate measure of fuel consumption cost for each of the flight plans, wherein the preferred flight plan is selected as having a minimum mean fuel consumption cost of the flight plans in the plurality of flight plans.
4. The method of claim 1 , wherein the preferred flight plan for the aircraft is automatically selected by the one or more control units.
5. The method of claim 1 , wherein receiving the different weather predictions includes receiving two or more of the different weather predictions from each of the weather forecasting sub-systems at different time periods before departure of the aircraft from the departure location.
6. The method of claim 1 , wherein the preferred flight plan is selected based on a fastest time to the arrival location among the flight plans in the plurality of flight plans regardless of whether an inclement weather forecast is avoided.
7. The method of claim 1 , wherein selecting the preferred flight plan includes discarding one or more of the flight plans in the plurality of flight plans based on one or more of restricted air space or restricted flight time.
8. The method of claim 1 , wherein the preferred flight plan is selected based also on a minimum distance from inclement weather predicted by the ensemble data.
9. The method of claim 1 , wherein the preferred flight plan is selected based also on a lowest fuel burn of the aircraft among the flight plans in the plurality of flight plans.
10. The method of claim 1 , wherein the preferred flight plan is selected based also on a shortest time to arrival at the arrival location among the flight plans in the plurality of flight plans.