Multi-objective optimization of continuous descending trajectories in flexible airspace

被引:0
|
作者
Yang, Lei [1 ]
Li, Wenbo [2 ]
Liu, Fangzi [1 ,3 ]
Chen, Yutong [1 ]
Zhao, Zheng [1 ]
机构
[1] College of Civil Aviation, Nanjing University of Aeronautics and Astronautics, Nanjing,211106, China
[2] School of Software Technology, Zhejiang University, Hangzhou,315100, China
[3] Department of Strategic Development, ATM Bureau, CAAC, Beijing,100020, China
基金
中国国家自然科学基金;
关键词
Aerodynamics - Air transportation - Energy conservation - Noise pollution - Airports - Trajectories - Air traffic control;
D O I
10.7527/S1000-6893.2020.24157
中图分类号
学科分类号
摘要
Continuous Descending Operation (CDO), an important part of the concept Trajectory Based Operation (TBO), has a significant effect on reducing fuel consumption and noise impact in the airport terminal airspace. Simple, efficient, flexible airspace structure, and highly automatic conflict-free and energy saving trajectory planning are the core elements for the realization of CDO in high-density terminal airspace. We design a new type of airspace named Inverted Crown-Shaped Arrival Airspace (ICSAA) adapted from Point Merge and its operational procedures. Based on the ICSAA, a conflict-free continuous descending trajectory optimization model is established to minimize both fuel consumption and travel time, which is efficiently solved by the adapted NSGA-Ⅱalgorithm. The results demonstrate strong and reliable performance of the proposed trajectory optimization in the new airspace in supporting pre-tactical and tactical operations in complex traffic scenarios, thereby improving flight efficiency, economy and airspace capacity, and further providing a new perspective and method for promoting the application of CDO to high-density airports. © 2021, Beihang University Aerospace Knowledge Press. All right reserved.
引用
收藏
相关论文
共 50 条
  • [21] Multi-objective evolution strategy for multimodal multi-objective optimization
    Zhang, Kai
    Chen, Minshi
    Xu, Xin
    Yen, Gary G.
    [J]. APPLIED SOFT COMPUTING, 2021, 101
  • [22] What Can Make an Airspace Unsafe? Characterizing Collision Risk using Multi-Objective Optimization
    Alam, Sameer
    Lokan, Chris
    Abbass, Hussein
    [J]. 2012 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2012,
  • [23] Modified Multi-Objective Particle Swarm Optimization Algorithm for Multi-objective Optimization Problems
    Qiao, Ying
    [J]. ADVANCES IN SWARM INTELLIGENCE, ICSI 2012, PT I, 2012, 7331 : 520 - 527
  • [24] A Flexible Framework for Multi-Objective Bayesian Optimization using Random Scalarizations
    Paria, Biswajit
    Kandasamy, Kirthevasan
    Poczos, Barnabas
    [J]. 35TH UNCERTAINTY IN ARTIFICIAL INTELLIGENCE CONFERENCE (UAI 2019), 2020, 115 : 766 - 776
  • [25] Multi-Objective Optimization of Perturbed Impulsive Rendezvous Trajectories Using Physical Programming
    Luo, Ya-zhong
    Tang, Guo-jin
    Parks, Geoff
    [J]. JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 2008, 31 (06) : 1829 - 1832
  • [26] MULTI-OBJECTIVE OPTIMIZATION OF SPACECRAFT TRAJECTORIES FOR SMALL-BODY COVERAGE MISSIONS
    Hinckley, David, Jr.
    Englander, Jacob
    Hitt, Darren
    [J]. SPACEFLIGHT MECHANICS 2017, PTS I - IV, 2017, 160 : 33 - 42
  • [27] Gravity-assisted maneuvers applied in the multi-objective optimization of interplanetary trajectories
    Faria Venditti, Flaviane Cristine
    Rocco, Evandro Marconi
    Bertachini de Almeida Prado, Antonio Fernando
    Suhkanov, Alexander
    [J]. ACTA ASTRONAUTICA, 2010, 67 (9-10) : 1255 - 1271
  • [28] Designing Sustainable Flexible Manufacturing Cells with Multi-Objective Optimization Models
    Bozoklar, Emine
    Yilmaz, Ebru
    [J]. APPLIED SCIENCES-BASEL, 2024, 14 (01):
  • [29] Nonlinear analysis and multi-objective optimization for bend stiffeners of flexible riser
    Tang, Minggang
    Yan, Jun
    Chen, Jinlong
    Yang, Zhixun
    Yue, Qianjin
    [J]. JOURNAL OF MARINE SCIENCE AND TECHNOLOGY, 2015, 20 (04) : 591 - 603
  • [30] Research on Multi-Objective Optimization Method for Flexible Customized Bus Lines
    Zhou, Yuhan
    Zheng, Changjiang
    Shen, Jinxing
    [J]. CICTP 2019: TRANSPORTATION IN CHINA-CONNECTING THE WORLD, 2019, : 5317 - 5329