RESERVE FORECASTING SYSTEMS AND METHODS FOR AIRLINE CREW PLANNING AND STAFFING

Patent №

US 10,102,487

Granted

2018-10-16

Filed 2013

Owner

US AIRWAYS, INC.

Lab

AI components

4

ml · kr · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13793049

A crew planning system includes a demand forecasting module and an optimization module. The system forecasts anticipated reserve demand levels, and determines suitable reserve staffing approaches to meet anticipated reserve demand. The forecasting is based upon probabilistic distribution models which take into account variability associated with reserve demand for a particular day. Via use of the crew planning system, reserve staffing expenses may be reduced and/or reserve demand may be met with a higher degree of probability.

AI classification

Planning1.00
Knowledge representation0.99
Evolutionary computation0.93
Machine learning0.62
Natural language0.02
Vision0.00
AI hardware0.00
Speech0.00

Ownership

US AIRWAYS, INC.

assignment · 305800980

Assignors

JACOBS, TIMOTHY L., BATRA, SUMIT, PURNOMO, HADI, DEGE, KATHLEEN, WEGNER, MARKUS A., GULBRANSON, JONCARLO

On an employer assignment, the assignors are typically the inventors.

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