Design and Optimization of a Vibrating Ring Gyroscope With High Shock Resistance by Differential Evolution

被引:7
|
作者
Qin, Zhengcheng [1 ,2 ]
Gao, Yang [3 ]
Ding, Xukai [1 ,2 ]
Jia, Jia [1 ,2 ]
Huang, Libin [1 ,2 ]
Li, Hongsheng [1 ,2 ]
机构
[1] Southeast Univ, Sch Instrument Sci & Engn, Nanjing 210096, Peoples R China
[2] Minist Educ, Key Lab Microinertial Instruments & Adv Nav Techn, Nanjing 210096, Peoples R China
[3] Nanjing Inst Technol, Artificial Intelligence Inst Ind Technol, Nanjing 211167, Peoples R China
基金
中国国家自然科学基金;
关键词
Vibrating ring gyroscope; structure design; shock resistance; differential evolution algorithm;
D O I
10.1109/JSEN.2021.3077626
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, a mode order optimized vibrating ring gyroscope (VRG) with high shock resistance is designed, and the improved optimization algorithm is proposed to optimize the structure design. The mode order of n = 2 mode of the proposed VRG can be the first by structure design, which helps to enhance the anti-shock ability by increasing the translational mode frequency and avoid the excessive largen = 2 mode frequency at the same time. The optimization method based on the differential evolution (DE) algorithm is developed to maximize the anti-shock ability of the VRG. At first, the shock response of VRG is analyzed. After representing the working principle and specific design of the designed VRG, the effect of the structural parameter of VRG on mode orders and frequencies of the n = 2 mode and the translational mode as well as the shock response is simulated and analyzed. Finally, the structural design of VRG is transformed into a constrained optimization problem, and a modified DE algorithm integrated with the infeasible solution handling mechanism and the diversity enhancement strategy is applied to find feasible optimized structural parameters to maximize the shock resistance. The displacement and stress of optimized VRG structures under 10,000 g shock are small, which indicates the validity of the improved DE algorithm. Overall, the structure design and the optimization method in this paper can be a reference for other micromachined structure designs.
引用
收藏
页码:16510 / 16518
页数:9
相关论文
共 30 条
  • [1] Design and Fabrication of a Novel MEMS Vibrating Ring Gyroscope
    Kou, Zhiwei
    Liu, Jun
    Cao, Huiliang
    Feng, Hengzhen
    Ren, Jianjun
    Kang, Qiang
    Shi, Yunbo
    2017 IEEE 3RD INFORMATION TECHNOLOGY AND MECHATRONICS ENGINEERING CONFERENCE (ITOEC), 2017, : 131 - 134
  • [2] Analysis and Study of a MEMS Vibrating Ring Gyroscope with High Sensitivity
    Kou, Zhiwei
    Cui, Xiaoming
    Cao, Huiliang
    Li, Bajin
    PROCEEDINGS OF 2020 IEEE 5TH INFORMATION TECHNOLOGY AND MECHATRONICS ENGINEERING CONFERENCE (ITOEC 2020), 2020, : 1474 - 1477
  • [3] Design and Implementation of a Dual-Mass MEMS Gyroscope with High Shock Resistance
    Gao, Yang
    Huang, Libin
    Ding, Xukai
    Li, Hongsheng
    SENSORS, 2018, 18 (04)
  • [4] Design, Fabrication and Characterization of Disk Resonator Gyroscope with Vibration and Shock Resistance
    Zhai, Zhaoyang
    Bie, Xiaorui
    Zhu, Bingchen
    Qi, Zhenxiang
    Wang, Bowen
    Wang, Kunfeng
    Zou, Xudong
    SENSORS, 2024, 24 (23)
  • [5] Effect of nonlinear electrostatic forces on the dynamic behaviour of a capacitive ring-based Coriolis Vibrating Gyroscope under severe shock
    Chouvion, B.
    McWilliam, S.
    Popov, A. A.
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2018, 106 : 395 - 412
  • [6] Micromachined Vibrating Ring Gyroscope Architecture with High-Linearity, Low Quadrature Error and Improved Mode Ordering
    Li, Zezhang
    Gao, Shiqiao
    Jin, Lei
    Liu, Haipeng
    Niu, Shaohua
    SENSORS, 2020, 20 (15) : 1 - 20
  • [7] Optimization of the design and performance of hydrocyclones by Differential Evolution technique
    Silva, D. O.
    Vieira, L. G. M.
    Lobato, F. S.
    Barrozo, M. A. S.
    CHEMICAL ENGINEERING AND PROCESSING-PROCESS INTENSIFICATION, 2012, 61 : 1 - 7
  • [8] Logistics Network Design Optimization Based on Differential Evolution Algorithm
    Ding, SiBo
    PROCEEDINGS OF 2010 INTERNATIONAL CONFERENCE ON LOGISTICS SYSTEMS AND INTELLIGENT MANAGEMENT, VOLS 1-3, 2010, : 1064 - 1068
  • [9] Combination optimization design method of vibration isolation and shock resistance system
    Zhao, Cunsheng
    Zhu, Shijian
    FRACTURE AND DAMAGE MECHANICS V, PTS 1 AND 2, 2006, 324-325 : 783 - +
  • [10] Design Optimization of Multilayer Microwave Filter Using Differential Evolution Algorithm
    Toktas, Abdurrahim
    Ustun, Deniz
    2022 IEEE OPEN CONFERENCE OF ELECTRICAL, ELECTRONIC AND INFORMATION SCIENCES (ESTREAM), 2022,