STUDY AND OPTIMIZATION OF PHONONIC CRYSTAL BAND GAP CHARACTERISTICS CONSIDERING FUZZY VARIABLES
|更新时间:2024-07-05
|
STUDY AND OPTIMIZATION OF PHONONIC CRYSTAL BAND GAP CHARACTERISTICS CONSIDERING FUZZY VARIABLES
Journal of Mechanical Strength Vol. 46, Issue 2, Pages: 348-354(2024)
作者机构:
1. 重庆交通大学机电与车辆工程学院
2. 中国国家油气钻井装备工程技术研究中心有限公司
3. 宝鸡石油机械有限责任公司
4. 辰致科技有限公司
作者简介:
基金信息:
The project supported by the National Natural Science Foundation of China(No. 51375519), the Key Project of Science and Technology Research of Chongqing Education Commission (No. KJZD-K202000703), and the Open Foundation of National Oil and Gas Drilling Equipment Engineering Technology Research Center (No. BOMCO-J118-JKY008-2022).
WANG KeYu, HU QiGuo, BAI Xiong, et al. STUDY AND OPTIMIZATION OF PHONONIC CRYSTAL BAND GAP CHARACTERISTICS CONSIDERING FUZZY VARIABLES. [J]. Journal of Mechanical Strength , 2024,46(2):348-354.
DOI:
WANG KeYu, HU QiGuo, BAI Xiong, et al. STUDY AND OPTIMIZATION OF PHONONIC CRYSTAL BAND GAP CHARACTERISTICS CONSIDERING FUZZY VARIABLES. [J]. Journal of Mechanical Strength , 2024,46(2):348-354. DOI: 10.16579/j.issn.1001.9669.2024.02.012.
STUDY AND OPTIMIZATION OF PHONONIC CRYSTAL BAND GAP CHARACTERISTICS CONSIDERING FUZZY VARIABLES
In order to solve the problem of unreliable bandwidth caused by fuzzy variables in the design of phononic crystals
a new two-dimensional multi-component local resonance phononic crystal is established. The band gap curve is obtained by numerical calculation and the mechanism of band gap generation is explored. Based on the analysis of the influence of the geometric parameters and material parameters of the cladding layer on the band gap
the ring cladding layer material parametersare considered as fuzzy variables and the geometric parameters are used as design variables. The experimental design is carried out by Latin hypercube sampling. The optimization model of the band gap of the phononic crystal based on Kriging model is established. The global optimization of the Kriging model is carried out by the sparrow search algorithm(SSA)
and the optimal design solution of the phononic crystal is obtained. The results show that the optimized band gap width increases by 121. 5% from 101. 17 Hz to 224. 164 Hz
and the band width boundary is within the design target range. The Kriging band gap optimization model avoids a large number of numerical calculations and considers the influence of fuzzy variables. It has high prediction accuracy and reliability
which provides a new research idea for the design of phononic crystals.