Using Aircraft Requirements as Variables: An Integrated Optimization Approach for Air Transportation Systems

Recent international goals for the future development of aviation emphasize the improvement of performance metrics of air transportation systems. Since traditional design processes typically target only individual system elements, like aircraft or air transportation networks, it appears desirable to integrate these different efforts into a single optimization approach. High- fidelity design tools for individual systems are computationally expensive. However, conceptual design methods are typically relatively time efficient. Therefore, this paper introduces an optimization approach that combines conceptual aircraft and network design. The approach couples both tasks by those aircraft requirements that are also relevant for network design, such as aircraft range and capacity. The idea is to provide a subsequent, more detailed aircraft design process with requirement values that appear promising to improve an entire air transportation system. This investigation is exploratory because it focusses on introducing the problem rather than deriving any real world design attributes. The aircraft design part uses the DLR code VAMPZero. Like other conceptual aircraft design tools, it is fast and provides acceptable results for conventional air vehicle configurations. A two-stage network design and passenger allocation model optimizes a reduced scale real world air transportation network. As an illustrative example, the implemented approach solves an illustrative but simplistic intra-European air travel optimization problem.

[1]  Muharrem Mane,et al.  Variable Resource Allocation Using Multidisciplinary Optimization: Initial Investigations for System of Systems , 2004 .

[2]  Layne T. Watson,et al.  Multidisciplinary Design Optimization , 2009, Encyclopedia of Optimization.

[3]  Muharrem Mane,et al.  System-of-Systems Inspired Aircraft Sizing and Airline Resource Allocation via Decomposition , 2007 .

[4]  Mark Newman,et al.  Networks: An Introduction , 2010 .

[5]  Stephan Lehner,et al.  Hybrid Optimization for a Combinatorial Aircraft Design Problem , 2009 .

[6]  Christine Taylor,et al.  Coupled Vehicle Design and Network Flow Optimization for Air Transportation Systems , 2007 .

[7]  Geoffrey Bower,et al.  MULTI-OBJECTIVE AIRCRAFT OPTIMIZATION FOR MINIMUM COST AND EMISSIONS OVER SPECIFIC ROUTE NETWORKS , 2008 .

[8]  Pier Davide Ciampa,et al.  Multidisciplinary Design Optimization in a Collaborative Distributed Aircraft Design System , 2012 .

[9]  Lee Yang,et al.  Examination of the Hub-and-Spoke Network: A Case Example Using Overnight Package Delivery , 2003 .

[10]  R. Guimerà,et al.  The worldwide air transportation network: Anomalous centrality, community structure, and cities' global roles , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[11]  Daniel DeLaurentis,et al.  Understanding Transportation as a System-of-Systems Design Problem , 2005 .

[12]  Stephan Lehner,et al.  Combinatorial Optimization to Include Greener Technologies in a Short-to-Medium Range Commercial Aircraft , 2008 .

[13]  Daniel DeLaurentis,et al.  Network-Theoretic Approach for Analyzing Connectivity in Air Transportation Networks , 2008 .

[14]  Isaac J. Tetzloff An Allocation Approach to Investigate New Aircraft Concepts and Technologies on Fleet-Level Metrics , 2009 .

[15]  Herbert A. Simon,et al.  The Sciences of the Artificial - 3rd Edition , 1981 .

[16]  Cynthia Barnhart,et al.  The Global Airline Industry , 2009 .

[17]  Cynthia Barnhart,et al.  Itinerary-Based Airline Fleet Assignment , 2002, Transp. Sci..

[18]  Mark W. Maier,et al.  Architecting Principles for Systems‐of‐Systems , 1996 .

[19]  George L. Nemhauser,et al.  The fleet assignment problem: Solving a large-scale integer program , 1995, Math. Program..

[20]  Cynthia Barnhart,et al.  Airline Schedule Planning: Integrated Models and Algorithms for Schedule Design and Fleet Assignment , 2004, Transp. Sci..