Sequence-Based Environment for Topology Optimization

被引:6
|
作者
Khan, Arbaaz [1 ]
Midha, Chetan [1 ]
Lowther, David Alister [1 ]
机构
[1] McGill Univ, Dept Elect & Comp Engn, Montreal, PQ H3A 0E9, Canada
关键词
Actuators; genetic algorithms (GAs); Monte Carlo tree search (MCTS); synchronous reluctance motor (SynRM); topology optimization (TO); DESIGN;
D O I
10.1109/TMAG.2019.2960731
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
This article proposes a new topology optimization (TO) method which transforms the material distribution problem into a movement sequence search problem for a controller moving in the design space. This method enforces connectivity between the cells in the discretized design domain that contains the same material. This removes the need for any filtering or smoothing of the optimal result to obtain a manufacturable design. The validity of this method is proved by employing a genetic algorithm on a C-core electromagnetic actuator and a synchronous reluctance motor problem. The results obtained showed similar performance when compared with a conventional discrete TO method. This method also provides the ability to leverage the use of different search techniques such as tree search algorithms.
引用
收藏
页数:4
相关论文
共 50 条
  • [1] Sequence-based genomics
    Andrew JG Simpson
    Genome Biology, 3 (9)
  • [2] Generalized Sequence-Based and Reverse Sequence-Based Models for Broadcasting Hot Videos
    Yu, Hsiang-Fu
    Ho, Pin-Han
    Yang, Hung-Chang
    IEEE TRANSACTIONS ON MULTIMEDIA, 2009, 11 (01) : 152 - 165
  • [3] Sequence-based fully-connected network topology design method for LEO constellation
    Xiao Y.
    Guo S.
    Yang Z.
    Luo Y.
    Hangkong Xuebao/Acta Aeronautica et Astronautica Sinica, 2023, 44 (24):
  • [4] Generating robust aptamers for food analysis by sequence-based configuration optimization
    Wei, Kaiyue
    Ye, Ziyang
    Dong, Wenhui
    Zhang, Ling
    Wang, Wenjing
    Li, Jiao
    Eltzov, Evgeni
    Wang, Sai
    Mao, Xiangzhao
    TALANTA, 2024, 275
  • [5] Sequence-based linkage analysis
    Furman, I
    Rieder, MJ
    da Ponte, S
    Carrington, DP
    Nickerson, DA
    Kruglyak, L
    Markianos, K
    AMERICAN JOURNAL OF HUMAN GENETICS, 2004, 75 (04) : 647 - 653
  • [6] Sequence-Based Anytime Control
    Quevedo, Daniel E.
    Gupta, Vijay
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2013, 58 (02) : 377 - 390
  • [7] GafFour and Sequence-based Lighting
    Chen, Xinling
    Miller, Lucas
    SIGGRAPH'18: ACM SIGGRAPH 2018 TALKS, 2018,
  • [8] Towards the unification of sequence-based classification and sequence-based identification of host-associated microorganisms
    Herr, Joshua R.
    Oepik, Maarja
    Hibbett, David S.
    NEW PHYTOLOGIST, 2015, 205 (01) : 27 - 31
  • [9] An Enhanced Swap Sequence-Based Particle Swarm Optimization Algorithm to Solve TSP
    Emambocus, Bibi Aamirah Shafaa
    Jasser, Muhammed Basheer
    Hamzah, Muzaffar
    Mustapha, Aida
    Amphawan, Angela
    IEEE ACCESS, 2021, 9 : 164820 - 164836
  • [10] A promising approach using Fibonacci sequence-based optimization algorithms and advanced computing
    H. Tran-Ngoc
    T. Le-Xuan
    S. Khatir
    G. De Roeck
    T. Bui-Tien
    Magd Abdel Wahab
    Scientific Reports, 13