Optimal Fire Distribution Method of Airborne Dispenser to Airport Runway Blockade Based on NSGA-II

被引：0
|
作者：
Zhou, Jiuli [1 ]
Shen, Junyi [1 ]
Bi, Wenhao [1 ]
机构：
[1] Northwestern Polytech Univ, Xian 710072, Peoples R China
来源：
2023 ASIA-PACIFIC INTERNATIONAL SYMPOSIUM ON AEROSPACE TECHNOLOGY, VOL I, APISAT 2023 | 2024年 / 1050卷
基金：
中国国家自然科学基金;
关键词：
NSGA-II; Fire distribution; Multi-objective optimization; Airborne dispenser; Airport runway blockade; OPTIMIZATION;
D O I：
10.1007/978-981-97-3998-1_32
中图分类号：
V [航空、航天];
学科分类号：
08 ; 0825 ;
摘要：
This paper aims to solve the optimal fire distribution problem of using airborne dispensers to block airport runways. Firstly, based on the principle of airborne dispenser attacking airport runway, the blocking probability model of single dispenser is established. On this basis, the blocking probability model of multiple dispensers is established. Secondly, the objective function with the largest blocking probability and the smallest amount of ammunition is constructed, and the optimal fire distribution model of airborne dispenser is established. Finally, the NSGA-II algorithm is used to solve the optimal fire distribution problem of the airborne dispenser, and the optimal strike aiming point is selected. The simulation results show that this method can quickly and effectively solve the optimal fire distribution problem of the airport runway blockade by the airborne dispenser. The relationship between the attack angle and the blocking probability is analyzed. Compared with the MOPSO and NSGA methods, the NSGA-II has the best optimization performance.
引用
收藏
页码：362 / 373
页数：12
相关论文
共 50 条
  • [21] An Optimization Method for Geometric Error of Machine Tool Based on NSGA-II
    Cai Ligang
    Zhang Cui
    Cheng Qiang
    Gu Peihua
    Wang Hongying
    APPLIED MECHATRONICS AND ANDROID ROBOTICS, 2013, 418 : 180 - +
  • [22] NSGA-II based high gain observer improved optimization method
    Daldoul, Ines
    Tlili, Ali Sghaier
    PROCEEDINGS OF THE 2022 5TH INTERNATIONAL CONFERENCE ON ADVANCED SYSTEMS AND EMERGENT TECHNOLOGIES IC_ASET'2022), 2022, : 387 - 392
  • [23] Optimization Method for Digital Twin Manufacturing System Based on NSGA-II
    Ding, Yu
    Li, Longhua
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2024, 15 (04) : 983 - 993
  • [24] Optimal Control of Active Power Filters using Fractional Order Controllers Based on NSGA-II Optimization Method
    Kashani, Hoda Nikkhah
    Rafiei, S. M. R.
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 63 : 1008 - 1014
  • [25] Optimal design and cost analysis of water distribution networks based on pressure-dependent leakage using NSGA-II
    Rasool Ghobadian
    Kamran Mohammadi
    Applied Water Science, 2023, 13
  • [26] Optimal design and cost analysis of water distribution networks based on pressure-dependent leakage using NSGA-II
    Ghobadian, Rasool
    Mohammadi, Kamran
    APPLIED WATER SCIENCE, 2023, 13 (04)
  • [27] Research on Optimal Configuration of Landscape Storage in Public Buildings Based on Improved NSGA-II
    Li, Shibo
    Zhou, Hu
    Xu, Genzhu
    SUSTAINABILITY, 2023, 15 (02)
  • [28] Optimal design of colour formulation prediction for cotton fabrics based on NSGA-II and TOPSIS
    Zhou, Zeyan
    Lin, Zijian
    Ma, Yue
    Niu, Jiarong
    Liu, Jianyong
    Wang, Xiaoyin
    COLORATION TECHNOLOGY, 2025, 141 (01) : 63 - 79
  • [29] An effective method for solving multiple travelling salesman problem based on NSGA-II
    Yang, Shuai
    Shao Yunfeng
    Zhang Kai
    SYSTEMS SCIENCE & CONTROL ENGINEERING, 2019, 7 (02) : 121 - 129
  • [30] A new method based on LPP and NSGA-II for multiobjective robust collaborative optimization
    Haiyan Li
    Mingxu Ma
    Yuanwei Jing
    Journal of Mechanical Science and Technology, 2011, 25 : 1071 - 1079
12345