Optimization of Wind Turbine Hub Assembly Sequence Based on Intelligent Algorithm | |
Zheng, Yuqiao; Jin, Honghong; Zhang, Chengcheng | |
刊名 | Journal of Beijing Institute of Technology (English Edition) |
2020-09-01 | |
卷号 | 29期号:3页码:354-365 |
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 |
ISSN号 | 10040579 |
DOI | 10.15918/j.jbit1004-0579.20035 |
英文摘要 | 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 |
语种 | 英语 |
出版者 | Beijing Institute of Technology |
内容类型 | 期刊论文 |
源URL | [http://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 |
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. |
个性服务 |
查看访问统计 |
相关权益政策 |
暂无数据 |
收藏/分享 |
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。
修改评论