Multi-objective Parameter Optimization Design of A Magnetically Actuated Intravitreal Injection Device

被引：0
|
作者：
Zhou, Hui [1 ]
Sun, Jinji [1 ]
Yeow, Bok Seng [1 ]
Ren, Hongliang [1 ]
机构：
[1] Natl Univ Singapore, Dept Biomed Engn, Singapore, Singapore
来源：
2016 IEEE 14TH INTERNATIONAL WORKSHOP ON ADVANCED MOTION CONTROL (AMC) | 2016年
关键词：
Intra-vitreal injections; E-core device; multi-objective optimization; NSGA-II; TOPSIS;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Aiming at intravitreal injection procedures for eye diseases, needless injectors are emerging to puncture complications, save time and improve the safety of the process. In this paper, an injection device based on electromagnetic E-core actuation is selected for its better position control and improved controllability over current solenoid designs. The multi-objective optimization model of the E-core device is derived. Then, an integrated NSGA-II and TOPSIS based on combinatorial weighting approach is proposed for the parameter optimization design of the device and the selection of a final compromise solution or optimal solution. The combination weighting method combines the advantages of the objective and subjective weighting method, making the results more reasonable.
引用
收藏
页码：430 / 435
页数：6
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