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Route Optimization for Offloading Congested Meter FixesThe Optimized Route Capability (ORC) concept proposed by the FAA facilitates traffic managers to identify and resolve arrival flight delays caused by bottlenecks formed at arrival meter fixes when there exists imbalance between arrival fixes and runways. ORC makes use of the prediction capability of existing automation tools, monitors the traffic delays based on these predictions, and searches the best reroutes upstream of the meter fixes based on the predictions and estimated arrival schedules when delays are over a predefined threshold. Initial implementation and evaluation of the ORC concept considered only reroutes available at the time arrival congestion was first predicted. This work extends previous work by introducing an additional dimension in reroute options such that ORC can find the best time to reroute and overcome the 'firstcome- first-reroute' phenomenon. To deal with the enlarged reroute solution space, a genetic algorithm was developed to solve this problem. Experiments were conducted using the same traffic scenario used in previous work, when an arrival rush was created for one of the four arrival meter fixes at George Bush Intercontinental Houston Airport. Results showed the new approach further improved delay savings. The suggested route changes from the new approach were on average 30 minutes later than those using other approaches, and fewer numbers of reroutes were required. Fewer numbers of reroutes reduce operational complexity and later reroutes help decision makers deal with uncertain situations.
Document ID
20160012545
Acquisition Source
Ames Research Center
Document Type
Conference Paper
Authors
Xue, Min
(NASA Ames Research Center Moffett Field, CA United States)
Zelinski, Shannon
(NASA Ames Research Center Moffett Field, CA United States)
Date Acquired
October 24, 2016
Publication Date
September 25, 2016
Subject Category
Air Transportation And Safety
Report/Patent Number
ARC-E-DAA-TN30240
Meeting Information
Meeting: Digital Avionics Systems Conference (DASC)
Location: Sacramento, CA
Country: United States
Start Date: September 25, 2016
End Date: September 29, 2016
Sponsors: Institute of Electrical and Electronics Engineers
Funding Number(s)
WBS: WBS 330693.04.30.01.01
Distribution Limits
Public
Copyright
Work of the US Gov. Public Use Permitted.
Keywords
Optimized Route Capability
Genetic Algorithms
Route optimization
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