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A two-phase total optimization on aircraft stand assignment and tow-tractor routing considering energy-saving and attributes

  • Yunqi Gao
  • , Tie Qiao Tang*
  • , Feng Cao
  • , Jian Zhang
  • , Ruixin Wang
  • *Corresponding author for this work
  • Beihang University
  • Beijing University of Technology
  • Civil Aviation University of China

Research output: Contribution to journalArticlepeer-review

Abstract

The continued air traffic growth leads to more fuel consumption for the total aviation operation. Studying how to achieve energy-saving operations through a more reasonable strategy under the existing technology is still significant. This study first constructs a two-stage global operational energy optimization model with stand assignment and GSE routing problems, then distinguishes the scheduling of ground vehicles based on task attributes through a mathematical approach and also improves the initialization and cross-variance approach of the NSGA-II algorithm to reduce the number of infeasible solutions and improve the solution speed. A case study is carried out with the operational data of a Chinese airport, and the results show that the strategy can help achieve about a 5% of reduction in operational fuel consumption. This study can provide theoretical support and a technical basis for airport management to formulate relevant strategies.

Original languageEnglish
Article number103237
JournalSustainable Energy Technologies and Assessments
Volume57
DOIs
StatePublished - Jun 2023

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy

Keywords

  • Airport operation
  • Energy saving
  • NSGA-II
  • Two-phase optimization

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