Suifan Chen, Xiaomeng Zhang, Qipeng Li, Ce Shen, Yongchang Shi
{"title":"粘性颗粒垂直螺旋输送特性及设计参数优化","authors":"Suifan Chen, Xiaomeng Zhang, Qipeng Li, Ce Shen, Yongchang Shi","doi":"10.17531/ein.2023.1.13","DOIUrl":null,"url":null,"abstract":"The purpose of this paper is to solve the problem of low conveying\nefficiency and serious blade wear during vertical screw conveying of\ncohesive particles. Firstly, the reliability of DEM simulation was verified\nby comparing the simulated and theoretical values and the influence\nregularity of different design parameters (rotational speed, pitch, and\nclearance) on screw conveying characteristics were analyzed based on\nDEM. In addition, the effect of design parameters on the screw\nconveying characteristics is identified by ANOVA. Then, the multiobjective optimization model with the both of maximizing the average\nmass flow rate and minimizing the maximum wear depth of the blade\nwas established using the polynomial fitting regression, which was\nsolved by the non-dominated sorting genetic algorithm (NSGA-II).\nFinally, the comprehensive evaluation was used to determine the best\ndesign parameters. The above research results provide a certain\nreference for the study of cohesive particle’s vertical screw conveying\ncharacteristics and equipment optimization design.","PeriodicalId":335030,"journal":{"name":"Eksploatacja i Niezawodność – Maintenance and Reliability","volume":"138 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The vertical screw conveying characteristics of cohesive particle and optimization \\nof design parameters\",\"authors\":\"Suifan Chen, Xiaomeng Zhang, Qipeng Li, Ce Shen, Yongchang Shi\",\"doi\":\"10.17531/ein.2023.1.13\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The purpose of this paper is to solve the problem of low conveying\\nefficiency and serious blade wear during vertical screw conveying of\\ncohesive particles. Firstly, the reliability of DEM simulation was verified\\nby comparing the simulated and theoretical values and the influence\\nregularity of different design parameters (rotational speed, pitch, and\\nclearance) on screw conveying characteristics were analyzed based on\\nDEM. In addition, the effect of design parameters on the screw\\nconveying characteristics is identified by ANOVA. Then, the multiobjective optimization model with the both of maximizing the average\\nmass flow rate and minimizing the maximum wear depth of the blade\\nwas established using the polynomial fitting regression, which was\\nsolved by the non-dominated sorting genetic algorithm (NSGA-II).\\nFinally, the comprehensive evaluation was used to determine the best\\ndesign parameters. The above research results provide a certain\\nreference for the study of cohesive particle’s vertical screw conveying\\ncharacteristics and equipment optimization design.\",\"PeriodicalId\":335030,\"journal\":{\"name\":\"Eksploatacja i Niezawodność – Maintenance and Reliability\",\"volume\":\"138 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-01-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Eksploatacja i Niezawodność – Maintenance and Reliability\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.17531/ein.2023.1.13\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Eksploatacja i Niezawodność – Maintenance and Reliability","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.17531/ein.2023.1.13","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
The vertical screw conveying characteristics of cohesive particle and optimization
of design parameters
The purpose of this paper is to solve the problem of low conveying
efficiency and serious blade wear during vertical screw conveying of
cohesive particles. Firstly, the reliability of DEM simulation was verified
by comparing the simulated and theoretical values and the influence
regularity of different design parameters (rotational speed, pitch, and
clearance) on screw conveying characteristics were analyzed based on
DEM. In addition, the effect of design parameters on the screw
conveying characteristics is identified by ANOVA. Then, the multiobjective optimization model with the both of maximizing the average
mass flow rate and minimizing the maximum wear depth of the blade
was established using the polynomial fitting regression, which was
solved by the non-dominated sorting genetic algorithm (NSGA-II).
Finally, the comprehensive evaluation was used to determine the best
design parameters. The above research results provide a certain
reference for the study of cohesive particle’s vertical screw conveying
characteristics and equipment optimization design.