Hiep Le, Isabell Allwicher, Sarah Müller, David Montag, Thomas Wintgens
{"title":"污泥灰湿法酸提磷工艺优化:主要影响因素实证模型评价","authors":"Hiep Le, Isabell Allwicher, Sarah Müller, David Montag, Thomas Wintgens","doi":"10.1016/j.wroa.2025.100352","DOIUrl":null,"url":null,"abstract":"<div><div>This research investigates the primary factor influencing the phosphorus extraction efficiency (PEE) from incinerated sewage sludge ash (ISSA) using hydrochloric acid (HCl) as the extracting agent. A comprehensive database, comprising both literature and new experimental data, was developed to support the creation of a robust regression model. Based on 152 data sets, this model showed a high coefficient of determination (R² = 0.86), indicating a solid fit. Key findings revealed that the acid concentration (C<sub>HCl</sub>) had the most significant effect on PEE, followed by the liquid-to-solid ratio (L/S) and contact time (t). The model's predictive accuracy was validated with an R² of 0.75 and a Pearson correlation (r) of 0.96, confirming its reliability. The model effectively predicts PEE for ISSA with moderate calcium content (6–12 %) and offers valuable insights into the process, providing guidelines for optimizing the configuration of process parameters. Optimal conditions for achieving high PEE (> 80 %) with acceptable acid costs (0.30–0.35 €/kg P<sub>extracted</sub>) are expected from an extraction variable (X) of 3.8 and at a moderate C<sub>HCl</sub> (3–4 mol/L) & L/S ratio (2–3 L/kg). Still, the model's applicability is limited by the quality of the data, particularly for ashes with high calcium content. Further research is required to expand the database and enhance model accuracy, particularly for optimizing the phosphorus recovery process using wet acid extraction at an industrial scale.</div></div>","PeriodicalId":52198,"journal":{"name":"Water Research X","volume":"29 ","pages":"Article 100352"},"PeriodicalIF":7.2000,"publicationDate":"2025-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Optimization of wet acid phosphorus extraction from sewage sludge ash: Assessment of main influencing factors using an empirical model\",\"authors\":\"Hiep Le, Isabell Allwicher, Sarah Müller, David Montag, Thomas Wintgens\",\"doi\":\"10.1016/j.wroa.2025.100352\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This research investigates the primary factor influencing the phosphorus extraction efficiency (PEE) from incinerated sewage sludge ash (ISSA) using hydrochloric acid (HCl) as the extracting agent. A comprehensive database, comprising both literature and new experimental data, was developed to support the creation of a robust regression model. Based on 152 data sets, this model showed a high coefficient of determination (R² = 0.86), indicating a solid fit. Key findings revealed that the acid concentration (C<sub>HCl</sub>) had the most significant effect on PEE, followed by the liquid-to-solid ratio (L/S) and contact time (t). The model's predictive accuracy was validated with an R² of 0.75 and a Pearson correlation (r) of 0.96, confirming its reliability. The model effectively predicts PEE for ISSA with moderate calcium content (6–12 %) and offers valuable insights into the process, providing guidelines for optimizing the configuration of process parameters. Optimal conditions for achieving high PEE (> 80 %) with acceptable acid costs (0.30–0.35 €/kg P<sub>extracted</sub>) are expected from an extraction variable (X) of 3.8 and at a moderate C<sub>HCl</sub> (3–4 mol/L) & L/S ratio (2–3 L/kg). Still, the model's applicability is limited by the quality of the data, particularly for ashes with high calcium content. Further research is required to expand the database and enhance model accuracy, particularly for optimizing the phosphorus recovery process using wet acid extraction at an industrial scale.</div></div>\",\"PeriodicalId\":52198,\"journal\":{\"name\":\"Water Research X\",\"volume\":\"29 \",\"pages\":\"Article 100352\"},\"PeriodicalIF\":7.2000,\"publicationDate\":\"2025-05-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Water Research X\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2589914725000519\",\"RegionNum\":2,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, ENVIRONMENTAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Water Research X","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2589914725000519","RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ENVIRONMENTAL","Score":null,"Total":0}
Optimization of wet acid phosphorus extraction from sewage sludge ash: Assessment of main influencing factors using an empirical model
This research investigates the primary factor influencing the phosphorus extraction efficiency (PEE) from incinerated sewage sludge ash (ISSA) using hydrochloric acid (HCl) as the extracting agent. A comprehensive database, comprising both literature and new experimental data, was developed to support the creation of a robust regression model. Based on 152 data sets, this model showed a high coefficient of determination (R² = 0.86), indicating a solid fit. Key findings revealed that the acid concentration (CHCl) had the most significant effect on PEE, followed by the liquid-to-solid ratio (L/S) and contact time (t). The model's predictive accuracy was validated with an R² of 0.75 and a Pearson correlation (r) of 0.96, confirming its reliability. The model effectively predicts PEE for ISSA with moderate calcium content (6–12 %) and offers valuable insights into the process, providing guidelines for optimizing the configuration of process parameters. Optimal conditions for achieving high PEE (> 80 %) with acceptable acid costs (0.30–0.35 €/kg Pextracted) are expected from an extraction variable (X) of 3.8 and at a moderate CHCl (3–4 mol/L) & L/S ratio (2–3 L/kg). Still, the model's applicability is limited by the quality of the data, particularly for ashes with high calcium content. Further research is required to expand the database and enhance model accuracy, particularly for optimizing the phosphorus recovery process using wet acid extraction at an industrial scale.
Water Research XEnvironmental Science-Water Science and Technology
CiteScore
12.30
自引率
1.30%
发文量
19
期刊介绍:
Water Research X is a sister journal of Water Research, which follows a Gold Open Access model. It focuses on publishing concise, letter-style research papers, visionary perspectives and editorials, as well as mini-reviews on emerging topics. The Journal invites contributions from researchers worldwide on various aspects of the science and technology related to the human impact on the water cycle, water quality, and its global management.