Three-stage airline fleet planning model

One of the main factors affecting airline success is bringing supply and demand as closely together as possible. In order to achieve this goal, an airline needs to adopt an appropriate methodological approach for the fleet planning process. Selection of an aircraft for operating a defined route network is a key element which has a direct impact on the increase of an airline's profitability and on the reduction of an airline's costs. The objective of this paper is to develop a robust model for fleet planning that deals with both fleet size and fleet composition problems for airlines operating on short haul and medium haul routes. The three-stage model for fleet planning involves approximate fleet composition, fleet sizing and aircraft type selection based on fuzzy logic, heuristic and analytic approaches, and multi-criteria decision making, respectively. This model is exemplified with a hypothetical airline based at Belgrade Airport.

[1]  Dipasis Bhadra Choice of Aircraft Fleets in the US NAS: Findings from a Multinomial Logit Analysis , 2003 .

[2]  Hui-Chieh Li,et al.  Aircraft Replacement Scheduling: a Dynamic Programming Approach , 2011 .

[3]  Dušan Teodorović,et al.  FUZZY LOGIC SYSTEMS FOR TRANSPORTATION ENGINEERING: THE STATE OF THE ART , 1999 .

[4]  Milica Kalić,et al.  Air Travel Demand Fuzzy Modelling: Trip Generation and Trip Distribution , 2014 .

[5]  R. E. Caves,et al.  Airline strategies for aircraft size and airline frequency with changing demand and competition: A simultaneous-equations approach for traffic on the north Atlantic , 2010 .

[6]  Riccardo Rossi,et al.  Computer-based Modelling and Optimization in Transportation , 2014 .

[7]  P. Rietveld,et al.  The environmental implications of airlines' choice of aircraft size , 2010 .

[8]  Mark Hansen,et al.  Impact of aircraft size and seat availability on airlines' demand and market share in duopoly markets , 2005 .

[9]  Jun Wang,et al.  Soft Computing in Industrial Applications , 2010 .

[10]  Paul Clark Buying the Big Jets: Fleet Planning for Airlines , 2001 .

[11]  M. Hansen,et al.  Airlines' competition in aircraft size and service frequency in duopoly markets , 2007 .

[12]  Piet Rietveld,et al.  Choice of Aircraft Size - Explanations and Implications , 2006 .

[13]  J S Hammond,et al.  Even swaps: a rational method for making trade-offs. , 1998, Harvard business review.

[14]  Rommert Dekker,et al.  A Scenario Aggregation - Based Approach for Determining a Robust Airline Fleet Composition for Dynamic Capacity Allocation , 2002, Transp. Sci..

[15]  Luiz Flavio Autran Monteiro Gomes,et al.  A fuzzy stochastic approach to the multicriteria selection of an aircraft for regional chartering , 2014 .

[16]  Milica Kalić,et al.  An AHP Approach to Aircraft Selection Process , 2014 .

[17]  Vivek Pai,et al.  On the Factors that Affect Airline Flight Frequency and Aircraft Size , 2010 .

[18]  A. Zhang,et al.  Optimal demand for operating lease of aircraft , 2000 .

[19]  Ralph L. Keeney,et al.  Book Reviews : Scientific Opportunities and Public Needs: Improv ing Priority Setting and Public Input at the National Institutes of Health. Institute of Medicine. Washington, DC: National Academy Press, 1998, 136 pages, $26.00 , 1998 .

[20]  Jani Kilpi Fleet composition of commercial jet aircraft 1952–2005: Developments in uniformity and scale , 2007 .

[21]  Milica Kalić,et al.  The Fuzzy System Sensitivity Analysis: An Example of Air Travel Demand Models , 2014 .

[22]  Piet Rietveld,et al.  Airline's choice of aircraft size-explanations and implications , 2009 .

[23]  R.L. Keeney,et al.  Making smart choices in engineering , 1999, IEEE Spectrum.