
FOLLOWUS
Coastal Defense College, Naval Aviation University, Yantai 264001, China
Weichao SI, E-mail: luckydevilsi@163.com
[ "Tao SUN, E-mail: luckydevilhan@163.com" ]
[ "Chao SONG, E-mail: sxwxc.1984@163.com" ]
[ "Jie ZHANG, E-mail: zhangjie9886@126.com" ]
收稿:2020-05-25,
修回:2021-;8-;8,
纸质出版:2021-09
Scan QR Code
司维超, 孙涛, 宋超, 等. 航母飞行甲板上飞机转运路径优化方法的设计与验证[J]. 信息与电子工程前沿(英文), 2021,22(9):1221-1233.
Weichao SI, Tao SUN, Chao SONG, et al. Design and verification of a transfer path optimization method for an aircraft on the aircraft carrier flight deck[J]. Frontiers of Information Technology & Electronic Engineering, 2021, 22(9): 1221-1233.
司维超, 孙涛, 宋超, 等. 航母飞行甲板上飞机转运路径优化方法的设计与验证[J]. 信息与电子工程前沿(英文), 2021,22(9):1221-1233. DOI: 10.1631/FITEE.2000251.
Weichao SI, Tao SUN, Chao SONG, et al. Design and verification of a transfer path optimization method for an aircraft on the aircraft carrier flight deck[J]. Frontiers of Information Technology & Electronic Engineering, 2021, 22(9): 1221-1233. DOI: 10.1631/FITEE.2000251.
研究了在能见度较低或夜间情况下,航母飞行甲板上飞机安全转运的路径规划问题。首先,分析了舰载机在飞行甲板上的转运路径规划问题,定义了优化目标和约束条件。其次,为解决这一问题,建立了飞行甲板、舰载机实体、实体扩展、实体姿态、实体冲突检测和路径平滑的数学支持模型,为航母上飞机的转运路径规划提供了必要基础。再次,为实现转运路径自动规划,设计了一种多生境并行混沌算法(KCMPSO),并将其作为转运路径规划的优化方法。最后,以库兹涅佐夫号航空母舰为例进行仿真模拟。仿真结果表明,与粒子群算法相比,该方法能较好解决航母飞行甲板上飞机的转运路径规划问题。
This paper studies the transfer path planning problem for safe transfer of an aircraft on the aircraft carrier flight deck under a poor visibility condition or at night. First
we analyze the transfer path planning problem for carrier-based aircraft on the flight deck
and define the objective to be optimized and the constraints to be met. Second
to solve this problem
the mathematical support models for the flight deck
carrier aircraft entity
entity extension
entity posture
entity conflict detection
and path smoothing are established
as they provide the necessary basis for transfer path planning of the aircraft on the aircraft carrier. Third
to enable automatic transfer path planning
we design a multi-habitat parallel chaos algorithm (called KCMPSO)
and use it as the optimization method for transfer path planning. Finally
we take the Kuznetsov aircraft carrier as a verification example
and conduct simulations. The simulation results show that compared with particle swarm optimization
this method can solve the transfer path planning problem for an aircraft on the aircraft carrier flight deck better.
XY Chen . . The U.S. DoD Publish total aviation mishaps in recent years . . Int Aviat , , 2018 . . 6 25 - - 28 . . . .
SQ Hao , , , SW Cheng , , , YP Zhang . . A multi-aircraft conflict detection and resolution method for 4-dimensional trajectory-based operation . . Chin J Aeronaut , , 2018 . . 31 ( ( 7 ): ): 1579 - - 1593 . . DOI: 10.1016/j.cja.2018.04.017 http://doi.org/10.1016/j.cja.2018.04.017 . .
SH He , , , SW Yan , , , JW Xu . . Path designing for aircrafts' taxiing on flight deck while launching . . J Nav Aeronaut Astron Univ , , 2019 . . 34 ( ( 1 ): ): 126 - - 132 . . DOI: 10.7682/j.issn.1673-1522.2019.01.005 http://doi.org/10.7682/j.issn.1673-1522.2019.01.005 . .
M Helbig , , , AP Engelbrecht . . Population-based metaheuristics for continuous boundary-constrained dynamic multi-objective optimisation problems . . Swarm Evol Comput , , 2014 . . 14 31 - - 47 . . DOI: 10.1016/j.swevo.2013.08.004 http://doi.org/10.1016/j.swevo.2013.08.004 . .
C Huang . . Study on Path Planning and Location of Mobile Robot based on Intelligent Optimization Algorithm . . MS Thesis, Dalian Jiaotong University, Dalian, China , , 2018 . . .
AR Jordehi , , , J Jasni , , , NA Wahab , , , 等 . . Enhanced leader PSO (ELPSO): a new algorithm for allocating distributed TCSC's in power systems . . Int J Electron Power Energy Syst , , 2015 . . 64 771 - - 784 . . DOI: 10.1016/j.ijepes.2014.07.058 http://doi.org/10.1016/j.ijepes.2014.07.058 . .
WJ Liang . . The Research and Implementation of MES based on Hybrid PSO Multi-objective Job Shop Scheduling . . MS Thesis, Guangdong University of Technology, Guangzhou, China , , 2017 . . .
A Liu , , , K Liu . . Advances in carrier-based aircraft deck operation scheduling . . Syst Eng Theory Pract , , 2017 . . 37 ( ( 1 ): ): 49 - - 60 . . DOI: 10.12011/1000-6788(2017)01-0049-12 http://doi.org/10.12011/1000-6788(2017)01-0049-12 . .
W Lu . . Design and Application of Dynamic Multi- objective Particle Swarm Optimization Algorithm . . MS Thesis, Beijing University of Technology, Beijing, China , , 2019 . . .
TT Luan . . Research on Model and Evaluation Method Capacity for Sortie Process of Carrier Aircraft . . MS Thesis, Harbin Engineering University, Harbin, China , , 2019 . . .
J Luo , , , Y Li . . Artificial bee colony algorithm with chaotic-search strategy . . Contr Dec , , 2010 . . 25 ( ( 12 ): ): 1913 - - 1916 . . DOI: 10.13195/j.cd.2010.12.156.luoj.013 http://doi.org/10.13195/j.cd.2010.12.156.luoj.013 . .
JC Ma , , , DK Yao , , , GH Zhao , , , 等 . . Research on airspace planning of tactical training based on discrete particle swarm optimization . . Fire Contr Commun Contr , , 2018 . . 43 ( ( 12 ): ): 94 - - 98 . . DOI: 10.3969/j.issn.1002-0640.2018.12.020 http://doi.org/10.3969/j.issn.1002-0640.2018.12.020 . .
E Osaba , , , XS Yang , , , F Diaz , , , 等 . . An improved discrete bat algorithm for symmetric and asymmetric traveling salesman problems . . Eng Appl Artif Intell , , 2016 . . 48 59 - - 71 . . DOI: 10.1016/j.engappai.2015.10.006 http://doi.org/10.1016/j.engappai.2015.10.006 . .
C Qi , , , D Wang . . Dynamic aircraft carrier flight deck task planning based on HTN . . IFAC-PapersOnline , , 2016 . . 49 ( ( 12 ): ): 1608 - - 1613 . . DOI: 10.1016/j.ifacol.2016.07.810 http://doi.org/10.1016/j.ifacol.2016.07.810 . .
NS Rosli , , , R Ibrahim , , , I Ismail . . Intelligent prediction system for gas metering system using particle swarm optimization in training neural network . . Proc Comput Sci , , 2017 . . 105 165 - - 169 . . DOI: 10.1016/j.procs.2017.01.197 http://doi.org/10.1016/j.procs.2017.01.197 . .
JC Ryan , , , AG Banerjee , , , ML Cummings , , , 等 . . Comparing the performance of expert user heuristics and an integer linear program in aircraft carrier deck operations . . IEEE Trans Cybern , , 2014 . . 44 ( ( 6 ): ): 761 - - 773 . . DOI: 10.1109/TCYB.2013.2271694 http://doi.org/10.1109/TCYB.2013.2271694 . .
Q Shao . . Particle Swarm Optimization and its Application in Engineering . . MS Thesis, Jilin University, Jilin, China , , 2017 . . .
WC Si , , , W Han , , , WW Shi . . Research on deck-disposed scheduling method of carrier planes based on PSO algorithm . . Acta Aeron Astron Sin , , 2012 . . 33 ( ( 11 ): ): 2048 - - 2056 . . . .
WC Si , , , YD Qi , , , W Han . . Hangar-exporting optimization schedule of multi-carrier plane based on NGA . . Fire Contr Commun Contr , , 2015 . . 40 ( ( 11 ): ): 13 - - 19 . . DOI: 10.3969/j.issn.1002-0640.2015.11.004 http://doi.org/10.3969/j.issn.1002-0640.2015.11.004 . .
T Song . . Design and Implementation of Aircraft Landing Information Processing and Display System . . MS Thesis, Harbin Engineering University, Harbin, China , , 2018 . . .
DP Tian , , , ZZ Shi . . MPSO: modified particle swarm optimization and its applications . . Swarm Evol Comput , , 2018 . . 41 49 - - 68 . . DOI: 10.1016/j.swevo.2018.01.011 http://doi.org/10.1016/j.swevo.2018.01.011 . .
IC Trelea . . The particle swarm optimization algorithm: convergence analysis and parameter selection . . Inform Process Lett , , 2003 . . 85 ( ( 6 ): ): 317 - - 325 . . DOI: 10.1016/S0020-0190(02)00447-7 http://doi.org/10.1016/S0020-0190(02)00447-7 . .
Y Wu , , , YC Jin , , , XX Liu . . A directed search strategy for evolutionary dynamic multiobjective optimization . . Soft Comput , , 2015 . . 19 ( ( 11 ): ): 3221 - - 3255 . . DOI: 10.1007/s00500-014-1477-4 http://doi.org/10.1007/s00500-014-1477-4 . .
DS Yang , , , KF Wang , , , DW Chen , , , 等 . . Parallel carrier fleets: from digital architectures to smart formations . . J Commun Contr , , 2018 . . 4 ( ( 2 ): ): 101 - - 110 . . DOI: 10.3969/j.issn.2096-0204.2018.02.0101 http://doi.org/10.3969/j.issn.2096-0204.2018.02.0101 . .
SY Zeng . . Aircraft Carrier Deck Task Plan Repair and Replanning Research under Dynamic Environment . . MS Thesis, Huazhong University of Science and Technology, Wuhan, China , , 2017 . . .
Q Zhao . . Analysis and Research on Driving Behavior of Carrier-based Aircraft Tractor . . MS Thesis, Shenyang University of Technology, Shenyang, China , , 2019 . . .
关联资源
相关文章
相关作者
相关机构
京公网安备11010802024621