Multi-objective Optimization Layout of Aero-Engine Pipe Routing Based on IMOFA
ZHANG Yu1,2, LU Hao1, LYU Dong1, GONG Ya-dong1
1. School of Mechanical Engineering & Automation, Northeastern University, Shenyang 110819, China; 2. Key Laboratory of Vibration and Control of Aero-Propulsion System, Ministry of Education, Northeastern University, Shenyang 110819, China.
ZHANG Yu, LU Hao, LYU Dong, GONG Ya-dong. Multi-objective Optimization Layout of Aero-Engine Pipe Routing Based on IMOFA[J]. Journal of Northeastern University(Natural Science), 2022, 43(8): 1120-1126.
[1]Christodoulou S E,Ellinas G.Pipe routing through ant colony optimization [J].Journal of Infrastructure Systems,2010,16(2):149-159. [2]董宗然,林焰.基于最短路径快速算法的船舶管路自动敷设方法[J].计算机集成制造系统,2014,20(12):2962-2972.(Dong Zong-ran,Lin Yan.Automatic ship pipe routing method based on the shortest path fast algorithm [J].Computer Integrated Manufacturing Systems,2014,20(12):2962-2972.) [3]Liu Q.A rectilinear pipe routing algorithm:Manhattan visibility graph [J].International Journal of Computer Integrated Manufacturing,2016,29(2):202-211. [4]Jiang W Y,Lin Y,Chen M,et al.A co-evolutionary improved multi-ant colony optimization for ship multiple and branch pipe route design[J].Ocean Engineering,2015,102:63-70. [5]Qu Y F,Jiang D,Yang Q Y.Branch pipe routing based on 3D connection graph and concurrent ant colony optimization algorithm [J].Journal of Intelligent Manufacturing,2018,29(7):1647-1657. [6]Min J G,Ruy W S,Park C S.Faster pipe auto-routing using improved jump point search [J].International Journal of Naval Architecture and Ocean Engineering,2020,12:596-604. [7]赵柏萱,刘检华,宁汝新,等.一种基于工程规则的管路自动布局与综合优化技术[J].机械工程学报, 2015,51(21):121-131.(Zhao Bo-xuan,Liu Jian-hua,Ning Ru-xin,et al.An automatic pipe routing and optimization technology based on engineering constraints [ J ].Journal of Mechanical Engineering,2015,51(21):121-131.) [8]Wu L,Tian X,Wang H Y,et al.Improved ant colony optimization algorithm and its application to solve pipe routing design [J].Assembly Automation,2019,39(1):45-57. [9]Dong Z R,Bian X Y.Ship pipe route design using improved A* algorithm and genetic algorithm [J].IEEE Access,2020,8:153273-153296. [10]Yang X S.Multiobjective firefly algorithm for continuous optimization [J].Engineering with Computers,2013,29(2):175-184. [11]白晓兰.航空发动机管路布局智能设计方法研究[D].沈阳:东北大学,2013.(Bai Xiao-lan.Research on intelligent methods of aeroengine pipe-routing design[D].Shenyang:Northeastern University,2013.) [12]Yang X S.Nature-inspired metaheuristic algorithms [M].Beckington:Luniver Press,2008. [13]Chen G G,Yi X T,Zhang Z Z,et al.Solving the multi-objective optimal power flow problem using the multi-objective firefly algorithm with a constraints-prior pareto-domination approach [J].Energies,2018,11(12):3438-3456. [14]Chen G,Wu T,Zhou Z.Research on ship meteorological route based on a-star algorithm [J].Mathematical Problems in Engineering,2021,2021:1-8. [15]Borhanazad H,Mekhilef S,Gounder G V,et al.Optimization of micro-grid system using MOPSO [J].Renewable Energy,2014,71:295-306.