Optimization of Wind Turbine Hub Assembly Sequence Based on Intelligent Algorithm

doi:10.15918/j.jbit1004-0579.20035

	Optimization of Wind Turbine Hub Assembly Sequence Based on Intelligent Algorithm
	Zheng, Yuqiao; Jin, Honghong; Zhang, Chengcheng
	2020-09-01
发表期刊	Journal of Beijing Institute of Technology (English Edition)
ISSN	10040579
卷号	29 期号:3 页码:354-365
摘要	A method for hub assembly sequence planning oriented to the fixed position layout is proposed. An assembly relationship model was constructed to describe the relationship between hub assembly components and workstations, considering the layout of the hub assembly line and process constraints, including the assembly precedence matrix, workstation assembly capability table and criticality table of components. The evaluation mechanism for the assembly sequence was established. Values from the evaluation functions with engineering significance were used to select the optimal assembly sequence from the perspective of assembly time, assembly index and assembly path distance. In function, the criticality of components was introduced into the traditional assemblability index, comparing the multi-objective dragonfly algorithm (MODA) with non-dominated sorting genetic algorithm- (NSGA-) to complete the assembly sequence planning and assignment for workstations. The optimized results show that the presented method is feasible and efficient for solving the hub assembly sequence planning problem. © 2020 Journal of Beijing Institute of Technology
关键词	Criticality (nuclear fission) Function evaluation Wind turbinesAssembly sequence planning Assembly sequence planning problem Evaluation function Intelligent Algorithms Non- dominated sorting genetic algorithms Precedence matrixes Process constraints Relationship model
DOI	10.15918/j.jbit1004-0579.20035
收录类别	EI
语种	英语
出版者	Beijing Institute of Technology
EI入藏号	20204509453509
EI主题词	Genetic algorithms
EI分类号	615.8 Wind Power (Before 1993, use code 611 ) - 621 Nuclear Reactors - 921.6 Numerical Methods
来源库	Compendex
分类代码	615.8 Wind Power (Before 1993, use code 611 ) - 621 Nuclear Reactors - 921.6 Numerical Methods
引用统计	无
文献类型	期刊论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/132357
专题	能源与动力工程学院
作者单位	School of Mechanical and Electronical Engineering, Lanzhou University of Technology, Lanzhou; 730050, China
第一作者单位	兰州理工大学
第一作者的第一单位	兰州理工大学
推荐引用方式 GB/T 7714	Zheng, Yuqiao,Jin, Honghong,Zhang, Chengcheng. Optimization of Wind Turbine Hub Assembly Sequence Based on Intelligent Algorithm[J]. Journal of Beijing Institute of Technology (English Edition),2020,29(3):354-365.
APA	Zheng, Yuqiao,Jin, Honghong,&Zhang, Chengcheng.(2020).Optimization of Wind Turbine Hub Assembly Sequence Based on Intelligent Algorithm.Journal of Beijing Institute of Technology (English Edition),29(3),354-365.
MLA	Zheng, Yuqiao,et al."Optimization of Wind Turbine Hub Assembly Sequence Based on Intelligent Algorithm".Journal of Beijing Institute of Technology (English Edition) 29.3(2020):354-365.