Volume 50 Issue 11
Nov.  2024
Turn off MathJax
Article Contents
REN G J,HE J X. Green trajectory optimization of aircraft in terminal area[J]. Journal of Beijing University of Aeronautics and Astronautics,2024,50(11):3402-3409 (in Chinese) doi: 10.13700/j.bh.1001-5965.2022.0830
Citation: REN G J,HE J X. Green trajectory optimization of aircraft in terminal area[J]. Journal of Beijing University of Aeronautics and Astronautics,2024,50(11):3402-3409 (in Chinese) doi: 10.13700/j.bh.1001-5965.2022.0830

Green trajectory optimization of aircraft in terminal area

doi: 10.13700/j.bh.1001-5965.2022.0830
Funds:  National Natural Science Foundation of China (U2333206); The Fundamental Research Funds for the Central Universities (2021RC214)
More Information
  • Corresponding author: E-mail:zc416418@126.com
  • Received Date: 04 Oct 2022
  • Accepted Date: 17 Mar 2023
  • Available Online: 31 Mar 2023
  • Publish Date: 24 Mar 2023
  • Air transport is an important pillar in the field of comprehensive transportation in China, and the research on its green operation is of great significance to sustainable development. To achieve green optimization and reduce carbon emissions, the trajectory of the aircraft in the terminal area was optimized, which effectively reduced carbon emissions and drew effective conclusions. The influence of the flight in the terminal area on the environment was explored, and the engine emission model was established. Based on the existing automatic dependent surveillance-broadcast(ADS-B) data and the cruise performance of aircraft A321, the data were analyzed and summarized. An integer programming model was established to divide flight segments and study the specific circumstances of the aircraft in the flight segment. The trajectory emission model was obtained by considering the two states of changing aircraft altitude and keeping horizontal flight and discussing the length of horizontal distance between flight segments. Then, the constraints were established according to the model assumptions and navigation rules, and the particle swarm optimization (PSO) algorithm was used to solve the problem. The model increased the altitude layer change constraint, optimized the flight state, reduced the control load, and lowered the carbon emission by 8.45% after trajectory optimization. By comparing the trajectory before and after optimization, it was found that under the goal of reducing emissions, the approach strategy of continuous descent was more efficient than the strategy of gradient descent.

     

  • loading
  • [1]
    樊守彬. 美国机场大气污染物控制途径及效果[J]. 环境科学与管理, 2011, 36(3): 40-43.

    FAN S B. Control measures and efficiency of air pollutant from aircraft in USA[J]. Environmental Science and Management, 2011, 36(3): 40-43(in Chinese).
    [2]
    殷润泽. 基于环境影响的终端区进离场航线优化研究[D]. 南京: 南京航空航天大学, 2018: 1-38.

    YIN R Z. Research on optimization of arrival and departure routes for environmental impact in TMA[D]. Nanjing: Nanjing University of Aeronautics and Astronautics, 2018: 1-38(in Chinese).
    [3]
    LÜHRS B, NIKLASS M, FROEMMING C, et al. Cost-benefit assessment of 2D and 3D climate and weather optimized trajectories[C]//Proceedings of the 16th AIAA Aviation Technology, Integration, and Operations Conference. Reston: AIAA, 2016.
    [4]
    SIDIROPOULOS S, MAJUMDAR A, HAN K, et al. A framework for the classification and prioritization of arrival and departure routes in multi-airport systems terminal manoeuvring areas[C]//Proceedings of the 15th AIAA Aviation Technology, Integration, and Operations Conference. Reston: AIAA, 2015.
    [5]
    ZHOU J, CAFIERI S, DELAHAYE D, et al. Optimal design of SIDs/STARs in TMA using simulated annealing[C]//Proceedings of the IEEE/AIAA 35th Digital Avionics Systems Conference. Piscataway: IEEE Press, 2016: 1-8.
    [6]
    ZHOU J, CAFIERI S, DELAHAYE D, et al. Optimization-based design of departure and arrival routes in terminal maneuvering area[J]. Journal of Guidance, Control, and Dynamics, 2017, 40(11): 2889-2904. doi: 10.2514/1.G002728
    [7]
    孙见忠, 左洪福, 刘鹏鹏, 等. 航空发动机污染物排放量估算方法[J]. 交通运输工程学报, 2012, 12(2): 53-61.

    SUN J Z, ZUO H F, LIU P P, et al. Estimation method of aeroengine pollution emissions[J]. Journal of Traffic and Transportation Engineering, 2012, 12(2): 53-61(in Chinese).
    [8]
    陈林. 我国航空运输LTO阶段和巡航阶段排放量测算与预测[J]. 北京交通大学学报(社会科学版), 2013, 12(4): 27-33.

    CHEN L. Measurement and forecast of the emissions from Chinese air transportation LTO and cruise phases[J]. Journal of Beijing Jiaotong University (Social Sciences Edition), 2013, 12(4): 27-33(in Chinese).
    [9]
    闫国华, 吴鹏. 飞机完整航线二氧化碳排放量估算[J]. 装备制造技术, 2013(8): 29-31.

    YAN G H, WU P. The aircraft the complete routes CO2 emissions estimate[J]. Equipment Manufacturing Technology, 2013(8): 29-31(in Chinese).
    [10]
    田勇, 万莉莉, 叶博嘉, 等. 基于降低温室效应的飞行高度层分配优化[J]. 西南交通大学学报, 2018, 53(2): 400-405.

    TIAN Y, WAN L L, YE B J, et al. Flight level allocation optimization to reduce greenhouse effect[J]. Journal of Southwest Jiaotong University, 2018, 53(2): 400-405(in Chinese).
    [11]
    TIAN Y, WAN L L, HAN K, et al. Optimization of terminal airspace operation with environmental considerations[J]. Transportation Research Part D: Transport and Environment, 2018, 63: 872-889. doi: 10.1016/j.trd.2018.06.018
    [12]
    LIU F Z, HU M H, LV W Y, et al. Research on optimization of aircraft climb trajectory considering environmental impact[J]. Journal of Advanced Transportation, 2021, 2021(S1): 6677329.
    [13]
    李杰, 杨好天, 王兵, 等. 民航飞机起飞推力对油耗和排放的影响分析[J]. 交通运输系统工程与信息, 2021, 21(6): 283-288.

    LI J, YANG H T, WANG B, et al. Influence of takeoff thrust on fuel consumption and emissions of civil aircraft[J]. Journal of Transportation Systems Engineering and Information Technology, 2021, 21(6): 283-288(in Chinese).
    [14]
    胡荣, 王德芸, 冯慧琳, 等. 碳达峰视角下的机场航空器碳排放预测[J]. 交通运输系统工程与信息, 2021, 21(6): 257-263.

    HU R, WANG D Y, FENG H L, et al. Prediction of aircraft CO2 emission from perspective of CO2 emission peak[J]. Journal of Transportation Systems Engineering and Information Technology, 2021, 21(6): 257-263(in Chinese).
    [15]
    郑丽君, 胡荣, 张军峰, 等. 高峰时段下离港航空器绿色滑行策略设计与评价[J]. 北京航空航天大学学报, 2019, 45(11): 2320-2326.

    ZHENG L J, HU R, ZHANG J F, et al. Design and evaluation of green taxiing strategy for departure aircraft during peak hours[J]. Journal of Beijing University of Aeronautics and Astronautics, 2019, 45(11): 2320-2326(in Chinese).
    [16]
    王中凤燕. 航空器绿色轨迹优化研究[D]. 南京: 南京航空航天大学, 2017: 32-56.

    WANG Z F Y. Aircraft trajectory optimization based on environmental impact[D]. Nanjing: Nanjing University of Aeronautics and Astronautics, 2017: 32-56(in Chinese).
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Figures(11)  / Tables(3)

    Article Metrics

    Article views(471) PDF downloads(12) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return