Dynamic change of aircraft seat condition for fast boarding

Aircraft boarding is a process mainly impacted by the boarding sequence, individual passenger behavior and the amount of hand luggage. Whereas these aspects are widely addressed in scientific research and considered in operational improvements, the influence of infrastructural changes is only focused upon in the context of future aircraft design. The paper provides a comprehensive analysis of the innovative approach of a Side-Slip Seat, which allows passengers to pass each other during boarding. The seat holds the potential to reduce the boarding time by approx. 20%, even considering operational constraints, such as passenger conformance to the proposed boarding strategy. A validated stochastic boarding model is extended to analyze the impact of the Side-Slip Seat. The implementation of such fundamental change inside the aircraft cabin demands for adapted boarding strategies, in order to cover all the benefits that accompany this new dynamic seating approach. To reasonably identify efficient strategies, an evolutionary algorithm is used to systematically optimize boarding sequences. As a result, the evolutionary algorithm depicts that operationally relevant boarding strategies implementing the Side-Slip Seat should differentiate between the left and the right side of the aisle, instead of the current operationally preferred boarding from the back to the front.

[1]  Nostrand Reinhold,et al.  the utility of using the genetic algorithm approach on the problem of Davis, L. (1991), Handbook of Genetic Algorithms. Van Nostrand Reinhold, New York. , 1991 .

[2]  Michael Schmidt,et al.  Boarding and Turnaround Process Assessment of Single- and Twin-Aisle Aircraft , 2017 .

[3]  Andrew Davies,et al.  An exploratory study of the experiences of wheelchair users as aircraft passengers – implications for policy and practice , 2017 .

[4]  J. Steffen A statistical mechanics model for free-for-all airplane passenger boarding , 2008, 0803.3199.

[5]  Nick Tyler,et al.  Time and force required for attendants boarding wheelchair users onto aircraft , 2015 .

[6]  Darrell Whitley,et al.  Scheduling problems and traveling salesman: the genetic edge recombination , 1989 .

[7]  Michael Schmidt,et al.  Novel Aircraft Ground Operation Concepts Based on Clustering of Interfaces , 2015 .

[8]  Michael Elkin,et al.  Bounds on the performance of back-to-front airplane boarding policies , 2008, Oper. Res. Lett..

[9]  Kang Wang,et al.  Reducing Boarding Time: Synthesis of Improved Genetic Algorithms , 2009, 2009 Fifth International Conference on Natural Computation.

[10]  N. Bernstein Comment on "Time needed to board an airplane: a power law and the structure behind it". , 2012, Physical review. E, Statistical, nonlinear, and soft matter physics.

[11]  Diego Klabjan,et al.  Structured deplaning via simulation and optimization , 2014 .

[12]  Lou Caccetta,et al.  An aircraft boarding model accounting for passengers' individual properties , 2012 .

[13]  K. McFadden,et al.  A study of the airline boarding problem , 2008 .

[14]  Yu-Chun Chang,et al.  Meeting the needs of disabled air passengers: Factors that facilitate help from airlines and airports , 2012 .

[15]  Michael Schmidt,et al.  A review of aircraft turnaround operations and simulations , 2017 .

[16]  R. John Milne,et al.  Optimization of assigning passengers to seats on airplanes based on their carry-on luggage , 2016 .

[17]  Hendrik Van Landeghem,et al.  Reducing passenger boarding time in airplanes: A simulation based approach , 2002, Eur. J. Oper. Res..

[18]  Artur Kierzkowski,et al.  The Human Factor in the Passenger Boarding Process at the Airport , 2017 .

[19]  Ranan D. Kuperman,et al.  Optimal back-to-front airplane boarding. , 2013, Physical review. E, Statistical, nonlinear, and soft matter physics.

[20]  Stanislao Grazioso,et al.  A fast airplane boarding strategy using online seat assignment based on passenger classification , 2016 .

[21]  Kai Nagel,et al.  Robustness of Efficient Passenger Boarding Strategies for Airplanes , 2005 .

[22]  Steven Skiena,et al.  Analysis of Airplane Boarding Times , 2009, Oper. Res..

[23]  Ziyou Gao,et al.  Reducing airplane boarding time by accounting for passengers' individual properties: A simulation based on cellular automaton , 2014 .

[24]  Hassan Zeineddine,et al.  A dynamically optimized aircraft boarding strategy , 2017 .

[25]  Ayako Miura,et al.  A passenger distribution analysis model for the perceived time of airplane boarding/deboarding, utilizing an ex-Gaussian distribution , 2017 .

[26]  Ziyou Gao,et al.  Symmetrical design of strategy-pairs for enplaning and deplaning an airplane , 2016 .

[27]  Christopher A. Chung,et al.  Simulation Design Approach for the Selection of Alternative Commercial Passenger Aircraft Seating Configurations , 2012 .

[28]  Gary L. Hogg,et al.  America West Airlines Develops Efficient Boarding Strategies , 2005, Interfaces.

[29]  David Pisinger,et al.  Synchronized dial-a-ride transportation of disabled passengers at airports , 2013, Eur. J. Oper. Res..

[30]  Massoud Bazargan,et al.  A linear programming approach for aircraft boarding strategy , 2007, Eur. J. Oper. Res..

[31]  Sadiq M. Sait,et al.  Evolutionary algorithms, simulated annealing and tabu search: a comparative study , 2001 .

[32]  Lawrence. Davis,et al.  Handbook Of Genetic Algorithms , 1990 .

[33]  Michael Schultz Stochastic Transition Model for Pedestrian Dynamics , 2014 .

[34]  Michael Schultz,et al.  Aircraft Boarding - Data, Validation, Analysis , 2017 .

[35]  Jason H. Steffen,et al.  Optimal boarding method for airline passengers , 2008, 0802.0733.

[36]  Joerg C. Fuchte,et al.  Enhancement of Aircraft Cabin Design Guidelines with Special Consideration of Aircraft Turnaround and Short Range Operations , 2014 .

[37]  V. Frette,et al.  Time needed to board an airplane: a power law and the structure behind it. , 2012, Physical review. E, Statistical, nonlinear, and soft matter physics.

[38]  Iraj Mahdavi,et al.  A new linear programming approach and genetic algorithm for solving airline boarding problem , 2012 .

[39]  R. John Milne,et al.  A new method for boarding passengers onto an airplane , 2014 .