IDEAS home Printed from https://ideas.repec.org/a/gam/jmathe/v8y2020i9p1509-d408971.html
   My bibliography  Save this article

Many Objective Optimization of a Magnetic Micro–Electro–Mechanical (MEMS) Micromirror with Bounded MP-NSGA Algorithm

Author

Listed:
  • Paolo Di Barba

    (Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Via Ferrata 5, 27100 Pavia, Italy)

  • Maria Evelina Mognaschi

    (Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Via Ferrata 5, 27100 Pavia, Italy)

  • Elisabetta Sieni

    (Department of Theoretical and Applied Sciences–DiSTA, University of Insubria, via J.H. Dunant, 3, 21100 Varese, Italy)

Abstract

The paper proposes the automated optimal design of a class of micro–electro–mechanical (MEMS) devices, based on a procedure of finite element analysis coupled to evolutionary optimization algorithms. A magnetic MEMS, used as an optical switch, is considered as the case study. In particular, the geometry of the device is optimized in order to maximize the actuation torque and minimize the power losses and the device volume. The optimization algorithms belong to the genetic class and, in particular, Migrated Parents - Non-Dominated Sorting Genetic Algorithm MP-NSGA, with three objective functions, is compared to NSGA-III.

Suggested Citation

  • Paolo Di Barba & Maria Evelina Mognaschi & Elisabetta Sieni, 2020. "Many Objective Optimization of a Magnetic Micro–Electro–Mechanical (MEMS) Micromirror with Bounded MP-NSGA Algorithm," Mathematics, MDPI, vol. 8(9), pages 1-17, September.
    • Handle: RePEc:gam:jmathe:v:8:y:2020:i:9:p:1509-:d:408971
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2227-7390/8/9/1509/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2227-7390/8/9/1509/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Zhang, Yulong & Wang, Tianyang & Luo, Anxin & Hu, Yushen & Li, Xinxin & Wang, Fei, 2018. "Micro electrostatic energy harvester with both broad bandwidth and high normalized power density," Applied Energy, Elsevier, vol. 212(C), pages 362-371.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Liu, Weiqun & Qin, Gang & Zhu, Qiao & Hu, Guangdi, 2018. "Synchronous extraction circuit with self-adaptive peak-detection mechanical switches design for piezoelectric energy harvesting," Applied Energy, Elsevier, vol. 230(C), pages 1292-1303.
    2. Maharjan, Pukar & Salauddin, Md & Cho, Hyunok & Park, Jae Yeong, 2018. "An indoor power line based magnetic field energy harvester for self-powered wireless sensors in smart home applications," Applied Energy, Elsevier, vol. 232(C), pages 398-408.
    3. Zhang, L.B. & Dai, H.L. & Abdelkefi, A. & Lin, S.X. & Wang, L., 2019. "Theoretical modeling, wind tunnel measurements, and realistic environment testing of galloping-based electromagnetic energy harvesters," Applied Energy, Elsevier, vol. 254(C).
    4. He, Lipeng & Liu, Lei & Zhou, Jianwen & Yu, Gang & Sun, Baoyu & Cheng, Guangming, 2022. "Design and analysis of a double-acting nonlinear wideband piezoelectric energy harvester under plucking and collision," Energy, Elsevier, vol. 239(PD).
    5. Tan, Qinxue & Fan, Kangqi & Tao, Kai & Zhao, Liya & Cai, Meiling, 2020. "A two-degree-of-freedom string-driven rotor for efficient energy harvesting from ultra-low frequency excitations," Energy, Elsevier, vol. 196(C).
    6. Ibrahim, Alwathiqbellah & Hassan, Mostafa, 2023. "Extended bandwidth of 2DOF double impact triboelectric energy harvesting: Theoretical and experimental verification," Applied Energy, Elsevier, vol. 333(C).
    7. Md Maruf Hossain Shuvo & Twisha Titirsha & Nazmul Amin & Syed Kamrul Islam, 2022. "Energy Harvesting in Implantable and Wearable Medical Devices for Enduring Precision Healthcare," Energies, MDPI, vol. 15(20), pages 1-50, October.
    8. Xiaobiao Shan & Haigang Tian & Han Cao & Tao Xie, 2020. "Enhancing Performance of a Piezoelectric Energy Harvester System for Concurrent Flutter and Vortex-Induced Vibration," Energies, MDPI, vol. 13(12), pages 1-19, June.
    9. Lee, Hyeon & Sharpes, Nathan & Abdelmoula, Hichem & Abdelkefi, Abdessattar & Priya, Shashank, 2018. "Higher power generation from torsion-dominant mode in a zigzag shaped two-dimensional energy harvester," Applied Energy, Elsevier, vol. 216(C), pages 494-503.
    10. Gu, Yuhan & Liu, Weiqun & Zhao, Caiyou & Wang, Ping, 2020. "A goblet-like non-linear electromagnetic generator for planar multi-directional vibration energy harvesting," Applied Energy, Elsevier, vol. 266(C).
    11. Aldawood, Ghufran & Nguyen, Hieu Tri & Bardaweel, Hamzeh, 2019. "High power density spring-assisted nonlinear electromagnetic vibration energy harvester for low base-accelerations," Applied Energy, Elsevier, vol. 253(C), pages 1-1.
    12. Han, Minglei & Yang, Xu & Wang, Dong F. & Jiang, Lei & Song, Wei & Ono, Takahito, 2022. "A mosquito-inspired self-adaptive energy harvester for multi-directional vibrations," Applied Energy, Elsevier, vol. 315(C).
    13. Zhou, Jianwen & He, Lipeng & Yu, Gang & Liu, Lei & Gu, Xiangfeng & Wang, Yuecheng & Cheng, Guangming, 2022. "Research on cam frequency-increasing hybrid piezoelectric electromagnetic energy harvester with center symmetric structure," Renewable Energy, Elsevier, vol. 185(C), pages 959-969.
    14. Peng, Yan & Xu, Zhibing & Wang, Min & Li, Zhongjie & Peng, Jinlin & Luo, Jun & Xie, Shaorong & Pu, Huayan & Yang, Zhengbao, 2021. "Investigation of frequency-up conversion effect on the performance improvement of stack-based piezoelectric generators," Renewable Energy, Elsevier, vol. 172(C), pages 551-563.
    15. Wang, Shuai & Wang, Chaohui & Gao, Zhiwei & Cao, Hongyun, 2020. "Design and performance of a cantilever piezoelectric power generation device for real-time road safety warnings," Applied Energy, Elsevier, vol. 276(C).
    16. Zhang, Jinhui & Qin, Lifeng, 2019. "A tunable frequency up-conversion wideband piezoelectric vibration energy harvester for low-frequency variable environment using a novel impact- and rope-driven hybrid mechanism," Applied Energy, Elsevier, vol. 240(C), pages 26-34.
    17. Ghodsi, Mojtaba & Ziaiefar, Hamidreza & Mohammadzaheri, Morteza & Al-Yahmedi, Amur, 2019. "Modeling and characterization of permendur cantilever beam for energy harvesting," Energy, Elsevier, vol. 176(C), pages 561-569.
    18. Salazar, R. & Serrano, M. & Abdelkefi, A., 2020. "Fatigue in piezoelectric ceramic vibrational energy harvesting: A review," Applied Energy, Elsevier, vol. 270(C).
    19. Wang, Quan & Kim, Kyung-Bum & Woo, Sang Bum & Ko, Sung Min & Song, Yooseob & Sung, Tae Hyun, 2022. "Enhanced electrical performance of spring-supported magneto piezoelectric harvester to achieve 60 Hz under AC magnetic field," Energy, Elsevier, vol. 238(PB).
    20. Luo, Anxin & Zhang, Yulong & Dai, Xiangtian & Wang, Yifan & Xu, Weihan & Lu, Yan & Wang, Min & Fan, Kangqi & Wang, Fei, 2020. "An inertial rotary energy harvester for vibrations at ultra-low frequency with high energy conversion efficiency," Applied Energy, Elsevier, vol. 279(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jmathe:v:8:y:2020:i:9:p:1509-:d:408971. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.