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

页码：1 / 6

页数：6

共 50 条

[21] Group-based whale optimization algorithm
Hemasian-Etefagh, Farinaz
Safi-Esfahani, Faramarz
SOFT COMPUTING, 2020, 24 (05) : 3647 - 3673
[22] Research on Parameter Inversion of Coal Mining Subsidence Prediction Model Based on Improved Whale Optimization Algorithm
Guo, Qingbiao
Qiao, Boqing
Yang, Yingming
Guo, Junting
ENERGIES, 2024, 17 (05)
[23] Whale Optimization Algorithm-Based DG Allotment for Loss Minimization of Distribution Networks
Mukherjee, Suvabrata
Roy, Provas Kumar
INTERNATIONAL JOURNAL OF APPLIED METAHEURISTIC COMPUTING, 2022, 13 (01)
[24] Seismic Response Prediction and Velocity Model Building Inversion by the Whale Optimization Algorithm
Alok Kumar Routa
Priya Ranjan Mohanty
Pure and Applied Geophysics, 2023, 180 : 2087 - 2109
[25] Seismic Response Prediction and Velocity Model Building Inversion by the Whale Optimization Algorithm
Routa, Alok Kumar
Mohanty, Priya Ranjan
PURE AND APPLIED GEOPHYSICS, 2023, 180 (06) : 2087 - 2109
[26] The Whale Optimization Algorithm
Mirjalili, Seyedali
Lewis, Andrew
ADVANCES IN ENGINEERING SOFTWARE, 2016, 95 : 51 - 67
[27] Dust Particle Size Distribution Inversion Based on the Multi Population Genetic Algorithm
Mao, Jiandong
Li, Juan
TERRESTRIAL ATMOSPHERIC AND OCEANIC SCIENCES, 2014, 25 (06): : 791 - 800
[28] A study on the estimation of bubble size distribution using an acoustic inversion method
Park, Cheolsoo
Jeong, So Won
Kim, Gun Do
Moon, Ilsung
Yim, Geuntae
JOURNAL OF THE ACOUSTICAL SOCIETY OF KOREA, 2020, 39 (03): : 151 - 162
[29] Classification Inversion Algorithm of Spheroidal Particle Size Distribution Based on the Light Extinction
Tang Hong
Zheng Wenbin
PRECISION ENGINEERING AND NON-TRADITIONAL MACHINING, 2012, 411 : 193 - +
[30] Inversion of Multimodal Particle Size Distribution Based on the Artificial Bee Colony Algorithm
Shan Liang
Li Hao-ran
Hong Bo
Wang Dao-dang
Zha Ting-ting
Kong Ming
ACTA PHOTONICA SINICA, 2020, 49 (12)

← 1 2 3 4 5 →