Title page for ETD etd-04142003-090615


Type of Document Dissertation
Author Staats, Raymond William
URN etd-04142003-090615
Title An Airspace Planning and Collaborative Decision Making Model Under Safety, Workload, and Equity Considerations
Degree PhD
Department Industrial and Systems Engineering
Advisory Committee
Advisor Name Title
Sherali, Hanif D. Committee Chair
Koelling, Charles Patrick Committee Member
Meller, Russell D. Committee Member
Teodorovic, Dusan Committee Member
Trani, Antonio A. Committee Member
Keywords
  • Valid Inequalities
  • Air Traffic Control
  • Multi-attribute Utility Theory
  • Collaborative Decision Making
  • Decision Equity
  • Mixed-Integer Programming
  • Airline Scheduling Problem
  • Aircraft Collision Risk
Date of Defense 2003-04-04
Availability unrestricted
Abstract
We develop a detailed, large-scale, airspace planning and collaborative decision-making model (APCDM), that is part of an $11.5B, 10-year, Federal Aviation Administration (FAA)-sponsored effort to increase U.S. National Airspace (NAS) capacity by 30 percent. Given a set of flights that must be scheduled during some planning horizon, we use a mixed-integer programming formulation to select a set of flight plans from among alternatives subject to flight safety, air traffic control workload, and airline equity constraints.

Novel contributions of this research include three-dimensional probabilistic conflict analyses, the derivation of valid inequalities to tighten the conflict safety representation constraints, the development of workload metrics based on average (and its variance from) peak load measures, and the consideration of equity among airline carriers in absorbing the costs related to re-routing, delays, and cancellations. We also propose an improved set of flight plan cost factors for representing system costs and investigating fairness issues by addressing flight dependencies occurring in hubbed operations, as well as market factors such as schedule convenience, reliability, and the timeliness of connections.

The APCDM model has potential use for both tactical and strategic applications, such as air traffic control in response to severe weather phenomenon or spacecraft launches, FAA policy evaluation, Homeland Defense contingency planning, and military air campaign planning. The model is tested to consider various airspace restriction scenarios imposed by dynamic severe weather systems and space launch Special Use Airspace (SUA) impositions. The results from this model can also serve to augment the FAA’s National Playbook of standardized flight profiles in different disruption-prone regions of the National Airspace.

Files
  Filename       Size       Approximate Download Time (Hours:Minutes:Seconds) 
 
 28.8 Modem   56K Modem   ISDN (64 Kb)   ISDN (128 Kb)   Higher-speed Access 
  Abstract.pdf 56.61 Kb 00:00:15 00:00:08 00:00:07 00:00:03 < 00:00:01
  Acknowlegements.pdf 38.62 Kb 00:00:10 00:00:05 00:00:04 00:00:02 < 00:00:01
  Chapter_1.pdf 86.31 Kb 00:00:23 00:00:12 00:00:10 00:00:05 < 00:00:01
  Chapter_2.pdf 671.68 Kb 00:03:06 00:01:35 00:01:23 00:00:41 00:00:03
  Chapter_3.pdf 628.34 Kb 00:02:54 00:01:29 00:01:18 00:00:39 00:00:03
  Chapter_4.pdf 611.99 Kb 00:02:49 00:01:27 00:01:16 00:00:38 00:00:03
  Chapter_5.pdf 373.85 Kb 00:01:43 00:00:53 00:00:46 00:00:23 00:00:01
  Chapter_6.pdf 236.25 Kb 00:01:05 00:00:33 00:00:29 00:00:14 00:00:01
  Chapter_7.pdf 1.14 Mb 00:05:17 00:02:43 00:02:22 00:01:11 00:00:06
  Chapter_8.pdf 63.35 Kb 00:00:17 00:00:09 00:00:07 00:00:03 < 00:00:01
  Dedication.pdf 25.86 Kb 00:00:07 00:00:03 00:00:03 00:00:01 < 00:00:01
  Disclaimer.pdf 31.24 Kb 00:00:08 00:00:04 00:00:03 00:00:01 < 00:00:01
  List_of_Figures.pdf 84.70 Kb 00:00:23 00:00:12 00:00:10 00:00:05 < 00:00:01
  List_of_Tables.pdf 80.92 Kb 00:00:22 00:00:11 00:00:10 00:00:05 < 00:00:01
  References.pdf 102.75 Kb 00:00:28 00:00:14 00:00:12 00:00:06 < 00:00:01
  Table_of_Contents.pdf 106.90 Kb 00:00:29 00:00:15 00:00:13 00:00:06 < 00:00:01
  Title_Page.pdf 59.64 Kb 00:00:16 00:00:08 00:00:07 00:00:03 < 00:00:01
  Vita.pdf 69.63 Kb 00:00:19 00:00:09 00:00:08 00:00:04 < 00:00:01

Browse All Available ETDs by ( Author | Department )

dla home
etds imagebase journals news ereserve special collections
virgnia tech home contact dla university libraries

If you have questions or technical problems, please Contact DLA.