Inversion of Bubble Size Distribution Based on Whale Optimization Algorithm
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 f...
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| Format: | Article |
| Language: | English |
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IEEE
2024-01-01
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| Series: | IEEE Photonics Journal |
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| Online Access: | https://ieeexplore.ieee.org/document/10542141/ |
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| author | Zhenzhong Lu Ziqi Hu Lin Ma Shangtao Huang Tao Peng Min Liu Biao Han Jiali Liao Zihao Wang Yanling Sun |
| author_facet | Zhenzhong Lu Ziqi Hu Lin Ma Shangtao Huang Tao Peng Min Liu Biao Han Jiali Liao Zihao Wang Yanling Sun |
| author_sort | Zhenzhong Lu |
| collection | DOAJ |
| description | 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. |
| format | Article |
| id | doaj-art-a90607d2f86a43a4bef0d3757a614efd |
| institution | Kabale University |
| issn | 1943-0655 |
| language | English |
| publishDate | 2024-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Photonics Journal |
| spelling | doaj-art-a90607d2f86a43a4bef0d3757a614efd2025-01-24T00:00:45ZengIEEEIEEE Photonics Journal1943-06552024-01-011641610.1109/JPHOT.2024.340688610542141Inversion of Bubble Size Distribution Based on Whale Optimization AlgorithmZhenzhong Lu0Ziqi Hu1https://orcid.org/0009-0005-7425-7903Lin Ma2Shangtao Huang3Tao Peng4Min Liu5Biao Han6Jiali Liao7https://orcid.org/0000-0001-7525-2606Zihao Wang8Yanling Sun9https://orcid.org/0000-0002-5993-0240School of Optoeletronic Engineering, Xidian University, Xi'an, ChinaSchool of Optoeletronic Engineering, Xidian University, Xi'an, ChinaSchool of Optoeletronic Engineering, Xidian University, Xi'an, ChinaSchool of Optoeletronic Engineering, Xidian University, Xi'an, ChinaSchool of Optoeletronic Engineering, Xidian University, Xi'an, ChinaSchool of Optoeletronic Engineering, Xidian University, Xi'an, ChinaSchool of Optoeletronic Engineering, Xidian University, Xi'an, ChinaSchool of Optoeletronic Engineering, Xidian University, Xi'an, ChinaSchool of Optoeletronic Engineering, Xidian University, Xi'an, ChinaSchool of Optoeletronic Engineering, Xidian University, Xi'an, ChinaA 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.https://ieeexplore.ieee.org/document/10542141/Whale optimization algorithmsmall angle forward scattering methodbubble size distribution |
| spellingShingle | Zhenzhong Lu Ziqi Hu Lin Ma Shangtao Huang Tao Peng Min Liu Biao Han Jiali Liao Zihao Wang Yanling Sun Inversion of Bubble Size Distribution Based on Whale Optimization Algorithm IEEE Photonics Journal Whale optimization algorithm small angle forward scattering method bubble size distribution |
| title | Inversion of Bubble Size Distribution Based on Whale Optimization Algorithm |
| title_full | Inversion of Bubble Size Distribution Based on Whale Optimization Algorithm |
| title_fullStr | Inversion of Bubble Size Distribution Based on Whale Optimization Algorithm |
| title_full_unstemmed | Inversion of Bubble Size Distribution Based on Whale Optimization Algorithm |
| title_short | Inversion of Bubble Size Distribution Based on Whale Optimization Algorithm |
| title_sort | inversion of bubble size distribution based on whale optimization algorithm |
| topic | Whale optimization algorithm small angle forward scattering method bubble size distribution |
| url | https://ieeexplore.ieee.org/document/10542141/ |
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