{"title":"配置多级膜工艺,从现实生活中的沼气浆中有效分离 C、N 和 P:设计、优化和分析","authors":"Yuchen Sun, Xu Yang, Zeyang Zhang, Qiugen Zhang, Dong Xia, Qingbiao Li, Yuanpeng Wang","doi":"10.1016/j.ces.2024.120970","DOIUrl":null,"url":null,"abstract":"Efficient separation and concentration of C, N, and P into three distinct streams from real-life biogas slurries remains a challenge. In this study, a three-stage membrane separation device was developed to address these challenges. Key discoveries revealed that the deployment of the UF1 membrane in the second-stage separation for C concentration was crucial for improving the separation efficiencies of N and P in the third-stage separation, leading to an improvement in selectivity towards N/P from 10.2 to 17.2 and achieving their distinguished separation/concentration. The eXtreme Gradient Boosting model revealed that the biomass raw material and pH dominantly determined the eventual separation efficiency of N/P. Building upon comprehensive cost and environmental analyses, the designed multi-stage membrane filtration process can be deployed to source nutrients from authentic biogas slurries at an ultralow cost of $10.8/m<sup>3</sup>. This work offers an avenue for processing authentic biogas slurries regardless of their sources.","PeriodicalId":271,"journal":{"name":"Chemical Engineering Science","volume":"71 1","pages":""},"PeriodicalIF":4.1000,"publicationDate":"2024-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Configuration of multi-stage membrane process towards effective separation of C, N and P from real-life biogas slurry: Design, optimization and analysis\",\"authors\":\"Yuchen Sun, Xu Yang, Zeyang Zhang, Qiugen Zhang, Dong Xia, Qingbiao Li, Yuanpeng Wang\",\"doi\":\"10.1016/j.ces.2024.120970\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Efficient separation and concentration of C, N, and P into three distinct streams from real-life biogas slurries remains a challenge. In this study, a three-stage membrane separation device was developed to address these challenges. Key discoveries revealed that the deployment of the UF1 membrane in the second-stage separation for C concentration was crucial for improving the separation efficiencies of N and P in the third-stage separation, leading to an improvement in selectivity towards N/P from 10.2 to 17.2 and achieving their distinguished separation/concentration. The eXtreme Gradient Boosting model revealed that the biomass raw material and pH dominantly determined the eventual separation efficiency of N/P. Building upon comprehensive cost and environmental analyses, the designed multi-stage membrane filtration process can be deployed to source nutrients from authentic biogas slurries at an ultralow cost of $10.8/m<sup>3</sup>. This work offers an avenue for processing authentic biogas slurries regardless of their sources.\",\"PeriodicalId\":271,\"journal\":{\"name\":\"Chemical Engineering Science\",\"volume\":\"71 1\",\"pages\":\"\"},\"PeriodicalIF\":4.1000,\"publicationDate\":\"2024-11-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Chemical Engineering Science\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://doi.org/10.1016/j.ces.2024.120970\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENGINEERING, CHEMICAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Chemical Engineering Science","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1016/j.ces.2024.120970","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, CHEMICAL","Score":null,"Total":0}
引用次数: 0
摘要
从现实生活中的沼气泥浆中将碳、氮和磷高效分离并浓缩成三种不同的流体仍然是一项挑战。本研究开发了一种三级膜分离装置来应对这些挑战。主要发现显示,在第二级分离中使用 UF1 膜浓缩 C,对提高第三级分离中 N 和 P 的分离效率至关重要,从而将 N/P 的选择性从 10.2 提高到 17.2,并实现它们的分离/浓缩。eXtreme 梯度提升模型显示,生物质原料和 pH 值在很大程度上决定了 N/P 的最终分离效率。在综合成本和环境分析的基础上,所设计的多级膜过滤工艺可用于从真正的沼气泥浆中获取营养物质,成本极低,仅为 10.8 美元/立方米。这项工作为处理真正的沼气浆提供了一条途径,无论其来源如何。
Configuration of multi-stage membrane process towards effective separation of C, N and P from real-life biogas slurry: Design, optimization and analysis
Efficient separation and concentration of C, N, and P into three distinct streams from real-life biogas slurries remains a challenge. In this study, a three-stage membrane separation device was developed to address these challenges. Key discoveries revealed that the deployment of the UF1 membrane in the second-stage separation for C concentration was crucial for improving the separation efficiencies of N and P in the third-stage separation, leading to an improvement in selectivity towards N/P from 10.2 to 17.2 and achieving their distinguished separation/concentration. The eXtreme Gradient Boosting model revealed that the biomass raw material and pH dominantly determined the eventual separation efficiency of N/P. Building upon comprehensive cost and environmental analyses, the designed multi-stage membrane filtration process can be deployed to source nutrients from authentic biogas slurries at an ultralow cost of $10.8/m3. This work offers an avenue for processing authentic biogas slurries regardless of their sources.
期刊介绍:
Chemical engineering enables the transformation of natural resources and energy into useful products for society. It draws on and applies natural sciences, mathematics and economics, and has developed fundamental engineering science that underpins the discipline.
Chemical Engineering Science (CES) has been publishing papers on the fundamentals of chemical engineering since 1951. CES is the platform where the most significant advances in the discipline have ever since been published. Chemical Engineering Science has accompanied and sustained chemical engineering through its development into the vibrant and broad scientific discipline it is today.