电工技术学报  2021, Vol. 36 Issue (6): 1210-1218    DOI: 10.19595/j.cnki.1000-6753.tces.200442
直线电机设计、控制及系统集成专题 |
基于模拟退火算法的Halbach直线发电机优化设计
刘娜1, 谭亦旻2, 莫伟强1, 韩欢庆1, 李琳1
1.北京理工大学珠海学院工业自动化学院 珠海 519088;
2.Sea Electric Energy Incorporation Mississauga L5N 1L2
Optimization Design of Halbach Linear Generator with Simulated Annealing Algorithm
Liu Na1, Tan Yimin2, Mo Weiqiang1, Han Huanqing1, Li Lin1
1. School of Industrial Automation Beijing Institute of Technology of Zhuhai Zhuhai 519088 China;
2. Sea Electric Energy Incorporation Mississauga L5N 1L2 Canada
全文: PDF (38678 KB)   HTML
输出: BibTeX | EndNote (RIS)      
摘要 在研究海洋波浪能量收集的过程中,需要建立相应的理论模型来降低工程成本,提高研发效率。针对波能转换器在收集波浪能时能量的转换效率不高这一问题,采用无槽Halbach直线发电机作为装置的二级能量转换机构来优化磁场分布,提高能量的转换效率。该文描述Halbach直线发电机的拓扑结构,引入磁矢量势能理论推导出发电机性能的表达式,由此建立直线发电机的综合分析模型。基于此模型,使用模拟退火算法求全局最优解,得到一组直线发电机设计参数,包括永磁体尺寸和绕线线圈的数据。计算结果表明,理论模型解析解的峰值功率与模拟退火算法的结果相差约为3.6%。基于优化后的参数,确定了Halbach直线发电机的设计,为样机实验的验证提供了数据支撑。
服务
把本文推荐给朋友
加入我的书架
加入引用管理器
E-mail Alert
RSS
作者相关文章
刘娜
谭亦旻
莫伟强
韩欢庆
李琳
关键词 波能转换器Halbach直线发电机模拟退火算法优化设计    
Abstract:It is necessary to establish a corresponding theoretical model to save engineering cost and improve research efficiency during studying energy harvesting of ocean wave. Because of low energy conversion efficiency existed in capturing ocean wave energy by wave energy converter, the mechanism of slotless Halbach linear generator was adopted as the secondary energy conversion device to optimize magnetic field distribution of the generator in this paper. The topology of Halbach linear generator was defined, then the magnetic vector potential theory was adopted to deduce the expressions of Halbach linear generator’s performance. Finally, a comprehensive analysis model of the generator has been established. With the derived model, a global optimal solution was gained by simulated annealing algorithm (SAA). Meanwhile, the linear generator design parameters have been obtained, including dimensions of permanent magnet and winding coil. The difference between the linear generator peak power of the analytical solution and SAA result is about 3.6%. Based on the optimized parameters, the design of Halbach linear generator is determined, which provides data support for the verification of the prototype experiment.
Key wordsWave energy converter    Halbach linear generator    simulated annealing algorithm    design optimization   
收稿日期: 2020-05-05     
PACS: TM359.4  
基金资助:广东高校省级重点平台和重大科研项目(2018KQNCX344,2018KQNCX345)、广东高校省级重点平台和重大科研项目(2019KQNCX196)资助
通讯作者: 刘 娜 女,1984年生,硕士,讲师,研究方向为振动能量的收集、直线电机。E-mail: 43736176@qq.com   
作者简介: 谭亦旻 男,1989年生,博士,研究方向为非线性振动、智能材料应用等。E-mail: yimin.tan@hotmail.com
引用本文:   
刘娜, 谭亦旻, 莫伟强, 韩欢庆, 李琳. 基于模拟退火算法的Halbach直线发电机优化设计[J]. 电工技术学报, 2021, 36(6): 1210-1218. Liu Na, Tan Yimin, Mo Weiqiang, Han Huanqing, Li Lin. Optimization Design of Halbach Linear Generator with Simulated Annealing Algorithm. Transactions of China Electrotechnical Society, 2021, 36(6): 1210-1218.
链接本文:  
https://dgjsxb.ces-transaction.com/CN/10.19595/j.cnki.1000-6753.tces.200442          https://dgjsxb.ces-transaction.com/CN/Y2021/V36/I6/1210