Bilal Ibrahim Dan-Iya, Faggo Abdullahi Ada, Muhammed Abdullahi Ubana, Ismaila Haruna, Aisha Grema, Mohd Yunus Shukor
{"title":"稻壳灰分对汞的吸附:等温模拟","authors":"Bilal Ibrahim Dan-Iya, Faggo Abdullahi Ada, Muhammed Abdullahi Ubana, Ismaila Haruna, Aisha Grema, Mohd Yunus Shukor","doi":"10.54987/bstr.v11i1.833","DOIUrl":null,"url":null,"abstract":"The rice milling process produces rice husk as a by-product. It is one of the most important agricultural leftovers in terms of volume. The data of the sorption isotherm of Hg (II) (CV) sorption onto rice husk ash, which was plotted using linearized plots of isothermal models were reanalyzed using isothermal models using nonlinear regression. As the datapoints were small, nineteen isotherm models with parameters of only up to three were utilized to prevent overfitting. The models were Henry, Langmuir, Freundlich, Temkin, Dubinin-Radushkevich, Jovanovic, Redlich-Peterson, Sips, Toth, Hill, Khan, BET, Vieth-Sladek, Radke-Prausnitz, Brouers–Sotolongo, Fritz-Schlunder III, Unilan, Fowler-Guggenheim and Moreau. Statistical analysis based on error function analyses such as root-mean-square error (RMSE), adjusted coefficient of determination (adjR2), accuracy factor (AF), bias factor (BF), Bayesian Information Criterion (BIC), corrected AICc (Akaike Information Criterion), and Hannan-Quinn Criterion (HQC) showed that Freundlich model was the best model. The value of the maximum monolayer adsorption capacity for Hg binding to rice husk ash according to the Langmuir’s parameter qmL was 3.998 mg g-1 (95% Confidence interval from 2.473 to 5.523), while bL (L mg-1), the Langmuir model constants was 0.067 L mg-1 (95% C.I. from 0.001 to 0.134). The Freundlich model is unable to forecast the maximal adsorption capacity. The Halsey rearrangement of the Freundlich equation gave the estimated maximum absorption of 3.39 mg g-1, which is very close to the experimental value. The nonlinear regression method provides parameter values within the 95% confidence interval, facilitating improved comparability with prior research.","PeriodicalId":436607,"journal":{"name":"Bioremediation Science and Technology Research","volume":"34 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Mercury Sorption onto Rice Husk Ash: An Isothermal Remodelling\",\"authors\":\"Bilal Ibrahim Dan-Iya, Faggo Abdullahi Ada, Muhammed Abdullahi Ubana, Ismaila Haruna, Aisha Grema, Mohd Yunus Shukor\",\"doi\":\"10.54987/bstr.v11i1.833\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The rice milling process produces rice husk as a by-product. It is one of the most important agricultural leftovers in terms of volume. The data of the sorption isotherm of Hg (II) (CV) sorption onto rice husk ash, which was plotted using linearized plots of isothermal models were reanalyzed using isothermal models using nonlinear regression. As the datapoints were small, nineteen isotherm models with parameters of only up to three were utilized to prevent overfitting. The models were Henry, Langmuir, Freundlich, Temkin, Dubinin-Radushkevich, Jovanovic, Redlich-Peterson, Sips, Toth, Hill, Khan, BET, Vieth-Sladek, Radke-Prausnitz, Brouers–Sotolongo, Fritz-Schlunder III, Unilan, Fowler-Guggenheim and Moreau. Statistical analysis based on error function analyses such as root-mean-square error (RMSE), adjusted coefficient of determination (adjR2), accuracy factor (AF), bias factor (BF), Bayesian Information Criterion (BIC), corrected AICc (Akaike Information Criterion), and Hannan-Quinn Criterion (HQC) showed that Freundlich model was the best model. The value of the maximum monolayer adsorption capacity for Hg binding to rice husk ash according to the Langmuir’s parameter qmL was 3.998 mg g-1 (95% Confidence interval from 2.473 to 5.523), while bL (L mg-1), the Langmuir model constants was 0.067 L mg-1 (95% C.I. from 0.001 to 0.134). The Freundlich model is unable to forecast the maximal adsorption capacity. The Halsey rearrangement of the Freundlich equation gave the estimated maximum absorption of 3.39 mg g-1, which is very close to the experimental value. 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引用次数: 0
摘要
碾米过程产生的副产品是稻壳。就体积而言,它是最重要的农业剩余物之一。利用等温模型的线性化图对稻壳灰吸附Hg (II) (CV)的等温线数据进行了非线性回归分析。由于数据点很小,为了防止过拟合,使用了19个参数最多为3个的等温线模型。这些模型是Henry, Langmuir, Freundlich, Temkin, Dubinin-Radushkevich, Jovanovic, Redlich-Peterson, Sips, Toth, Hill, Khan, BET, Vieth-Sladek, Radke-Prausnitz, broures - sotolongo, Fritz-Schlunder III, Unilan, Fowler-Guggenheim和Moreau。基于均方根误差(RMSE)、调整后的决定系数(adjR2)、准确度因子(AF)、偏倚因子(BF)、贝叶斯信息准则(BIC)、修正后的Akaike信息准则(AICc)和Hannan-Quinn准则(HQC)等误差函数分析的统计分析表明,Freundlich模型是最佳模型。根据Langmuir参数qmL,稻壳灰分对汞的最大单层吸附量为3.998 mg-1(95%置信区间为2.473 ~ 5.523),而Langmuir模型常数bL (L mg-1)为0.067 L mg-1(95%置信区间为0.001 ~ 0.134)。Freundlich模型不能预测最大吸附量。对Freundlich方程进行Halsey重排,估计最大吸收为3.39 mg g-1,与实验值非常接近。非线性回归方法提供了95%置信区间内的参数值,提高了与前人研究的可比性。
Mercury Sorption onto Rice Husk Ash: An Isothermal Remodelling
The rice milling process produces rice husk as a by-product. It is one of the most important agricultural leftovers in terms of volume. The data of the sorption isotherm of Hg (II) (CV) sorption onto rice husk ash, which was plotted using linearized plots of isothermal models were reanalyzed using isothermal models using nonlinear regression. As the datapoints were small, nineteen isotherm models with parameters of only up to three were utilized to prevent overfitting. The models were Henry, Langmuir, Freundlich, Temkin, Dubinin-Radushkevich, Jovanovic, Redlich-Peterson, Sips, Toth, Hill, Khan, BET, Vieth-Sladek, Radke-Prausnitz, Brouers–Sotolongo, Fritz-Schlunder III, Unilan, Fowler-Guggenheim and Moreau. Statistical analysis based on error function analyses such as root-mean-square error (RMSE), adjusted coefficient of determination (adjR2), accuracy factor (AF), bias factor (BF), Bayesian Information Criterion (BIC), corrected AICc (Akaike Information Criterion), and Hannan-Quinn Criterion (HQC) showed that Freundlich model was the best model. The value of the maximum monolayer adsorption capacity for Hg binding to rice husk ash according to the Langmuir’s parameter qmL was 3.998 mg g-1 (95% Confidence interval from 2.473 to 5.523), while bL (L mg-1), the Langmuir model constants was 0.067 L mg-1 (95% C.I. from 0.001 to 0.134). The Freundlich model is unable to forecast the maximal adsorption capacity. The Halsey rearrangement of the Freundlich equation gave the estimated maximum absorption of 3.39 mg g-1, which is very close to the experimental value. The nonlinear regression method provides parameter values within the 95% confidence interval, facilitating improved comparability with prior research.