Inversion of Bubble Size Distribution Based on Whale Optimization Algorithm

被引:0
|
作者
Lu, Zhenzhong [1 ]
Hu, Ziqi [1 ]
Ma, Lin [1 ]
Huang, Shangtao [1 ]
Peng, Tao [1 ]
Liu, Min [1 ]
Han, Biao [1 ]
Liao, Jiali [1 ]
Wang, Zihao [1 ]
Sun, Yanling [1 ]
机构
[1] Xidian Univ, Sch Optoeletron Engn, Xian 710071, Peoples R China
来源
IEEE PHOTONICS JOURNAL | 2024年 / 16卷 / 04期
关键词
Noise; Size measurement; Whales; Particle measurements; Atmospheric measurements; Search problems; Noise level; Whale optimization algorithm; small angle forward scattering method; bubble size distribution;
D O I
10.1109/JPHOT.2024.3406886
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
A particle size inversion method based on whale optimization algorithm (WOA) is presented. In the experiment, the small angle forward scattering measurement system is used to conduct experimental research on the inversion of bubble particle size. WOA is used to invert and simulate the bubbles that follow a certain distribution, adding different levels of random noise to verify the stability of the algorithm. The results verify the feasibility and stability of applying WOA to particle size inversion.
引用
收藏
页码:1 / 6
页数:6
相关论文
共 50 条
  • [31] An intelligent cluster optimization algorithm based on Whale Optimization Algorithm for VANETs (WOACNET)
    Husnain, Ghassan
    Anwar, Shahzad
    PLOS ONE, 2021, 16 (04):
  • [32] Whale Optimization Algorithm Based on Artificial Fish Swarm Algorithm
    Bo, Xiong
    Feng Wenlong
    Zhang, Jin
    ARTIFICIAL INTELLIGENCE AND SECURITY, ICAIS 2022, PT II, 2022, 13339 : 115 - 128
  • [33] Inversion of Aerosol Particle Size Distribution Using an Improved Stochastic Particle Swarm Optimization Algorithm
    Nie, Xin
    Mao, Qianjun
    REMOTE SENSING, 2022, 14 (16)
  • [34] A NEW ALGORITHM FOR INVERSION OF AEROSOL SIZE DISTRIBUTION DATA
    CRUMP, JG
    SEINFELD, JH
    AEROSOL SCIENCE AND TECHNOLOGY, 1982, 1 (01) : 15 - 34
  • [35] An Improved Inversion Algorithm to Measure Particle Size Distribution
    Wang Chen
    Zhang Biao
    Cao Lixia
    Yao Hongxi
    Xu Chuanlong
    ACTA OPTICA SINICA, 2019, 39 (02)
  • [36] Bubble Size Distribution in Oil-Based Bubble Columns
    Homayouni, Shirin-Sadat
    Mehrnia, Mohammad-Reza
    Mostoufi, Navid
    Rajabi, Mehdi
    Yazdani, Aryan
    CHEMICAL ENGINEERING & TECHNOLOGY, 2008, 31 (11) : 1668 - 1675
  • [37] A semantic segmentation-based algorithm for fast flotation bubble size distribution measurement
    Jia, Runda
    Ren, Mingxuan
    Lang, Du
    Zheng, Jun
    He, Dakuo
    Yu, Feng
    CHEMICAL ENGINEERING RESEARCH & DESIGN, 2024, 208 : 795 - 807
  • [38] An Exact Zoeppritz Based Prestack Inversion Using Whale Optimization Particle Filter Algorithm Under Bayesian Framework
    Tang, Jing
    Li, Peng
    Huang, Xuri
    Lai, Qiang
    Wang, Ding
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 61
  • [39] Forecast of Wind Speed Based on Whale Optimization Algorithm
    Osama, Sarah
    Houssein, Essam H.
    Hassanien, Aboul Ella
    Fahmy, Aly A.
    PROCEEDINGS OF THE 1ST INTERNATIONAL CONFERENCE ON INTERNET OF THINGS AND MACHINE LEARNING (IML'17), 2017,
  • [40] WOCDA: A whale optimization based community detection algorithm
    Zhang, Yun
    Liu, Yongguo
    Li, Jieting
    Zhu, Jiajing
    Yang, Changhong
    Yang, Wen
    Wen, Chuanbiao
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2020, 539