Robust design optimization of a nonlinear monostable energy harvester with uncertainties

被引:12
|
作者
Li, Yi [1 ]
Zhou, Shengxi [1 ]
Litak, Grzegorz [2 ]
机构
[1] Northwestern Polytech Univ, Sch Aeronaut, Xian 710072, Peoples R China
[2] Lublin Univ Technol, Dept Automat, Nadbystrzycka 36, PL-20618 Lublin, Poland
基金
中国国家自然科学基金;
关键词
Nonlinear; Energy harvesting; Uncertainty; Robust design; Optimization; SYSTEM DRIVEN; PERFORMANCE;
D O I
10.1007/s11012-020-01216-z
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
Based on the improved interval extension, a robust optimization method for nonlinear monostable energy harvesters with uncertainties is developed. In this method, the 2nd order terms in the interval extension formula of the objective function (output voltage) are kept so this approach is suitable for a nonlinear energy harvesting system. To illustrate this method, uncertain mass, uncertain capacitance and uncertain electromechanical coupling coefficient are optimized to maximize the central point of output voltage whose deviation of which is simultaneously minimized. Then, an optimal design with different robustness is obtained. The results also show that the robustness of the optimal design of nonlinear monostable energy harvesters is increased, but the cost of performance has to be paid for. Overall, the framework provides the optimal design for nonlinear energy harvesters (monostable, bistable, tristable, multistable harvesters).
引用
收藏
页码:1753 / 1762
页数:10
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