Prediction of Aircraft Trip Fuel Deviations for Fuel Loading Decisions with a Deep Time Series Approach

Reducing fuel consumption is an increasingly important topic within aviation. One approach to accomplish this goal is reducing excess fuel weight being loaded on aircraft. Flight dispatchers and pilots load extra fuel to account for uncertainties present in trip fuel consumption, which is currently computed by the flight planning system (FPS)....