{"title":"Multi-parameter optimization of a double-row nozzle hydraulic collection device using orthogonal analysis and CFD-DEM joint simulations","authors":"Yu Dai, Anjie Wang, Xiang Zhu, Xin Huang, Yanyang Zhang","doi":"10.1016/j.oceaneng.2025.121339","DOIUrl":null,"url":null,"abstract":"<div><div>The collection rate of the collection device in the deep-sea mining system directly affects the development prospects and economic benefits of the deep-sea mining system. Among the current mainstream hydraulic collection methods, this paper adopts orthogonal analysis and CFD-DEM joint simulation method to analyze the three parameters of front and rear nozzle aperture ratios (<em>R</em><sub><em>f</em></sub><em>-R</em><sub><em>r</em></sub>), off-bottom height (<em>H</em>) and moving speed (<em>V</em><sub><em>m</em></sub>) of the double-row nozzle collection method. A solid-liquid coupled model that accounts for both internal and external flow fields is developed. Simulation analyses are conducted to examine the effects of various factors on two-phase flow dynamics. Orthogonal analysis methods are employed to investigate the comprehensive effects of parameter variations on collection rate and collection efficiency. The results reveal that <em>H</em> exerts the most significant influence on collection rate, while <em>V</em><sub><em>m</em></sub> has the greatest impact on collection efficiency. Based on the comprehensive data, a series of recommended parameter configurations for the double-row nozzle hydraulic collection device are proposed. Additionally, further analyses of the flow field conditions and nodule movements under optimal parameter configurations are undertaken. Finally, laboratory experiments with equal-sized nodules are carried out to validate the effectiveness of the coupled simulation method.</div></div>","PeriodicalId":19403,"journal":{"name":"Ocean Engineering","volume":"331 ","pages":"Article 121339"},"PeriodicalIF":4.6000,"publicationDate":"2025-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Ocean Engineering","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0029801825010522","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, CIVIL","Score":null,"Total":0}
引用次数: 0
Abstract
The collection rate of the collection device in the deep-sea mining system directly affects the development prospects and economic benefits of the deep-sea mining system. Among the current mainstream hydraulic collection methods, this paper adopts orthogonal analysis and CFD-DEM joint simulation method to analyze the three parameters of front and rear nozzle aperture ratios (Rf-Rr), off-bottom height (H) and moving speed (Vm) of the double-row nozzle collection method. A solid-liquid coupled model that accounts for both internal and external flow fields is developed. Simulation analyses are conducted to examine the effects of various factors on two-phase flow dynamics. Orthogonal analysis methods are employed to investigate the comprehensive effects of parameter variations on collection rate and collection efficiency. The results reveal that H exerts the most significant influence on collection rate, while Vm has the greatest impact on collection efficiency. Based on the comprehensive data, a series of recommended parameter configurations for the double-row nozzle hydraulic collection device are proposed. Additionally, further analyses of the flow field conditions and nodule movements under optimal parameter configurations are undertaken. Finally, laboratory experiments with equal-sized nodules are carried out to validate the effectiveness of the coupled simulation method.
期刊介绍:
Ocean Engineering provides a medium for the publication of original research and development work in the field of ocean engineering. Ocean Engineering seeks papers in the following topics.