An ensemble based model for the adsorptive removal of amoxicillin by microwave-biochar of waste cotton seeds
文献类型： 会议论文
第一作者： K. Ram
作者： K. Ram 1 ; N. Sivarajasekar 2 ; S. Muthusaravanan 1 ; K. Kumaravel 3 ; R. Sankar Ganesh 4 ;
作者机构： 1.Bioinformatics Laboratory, Department of Biotechnology, Kumaraguru College of Technology, Coimbatore, Tamilnadu, India
2.Bioremediation Laboratory, Department of Biotechnology, Kumaraguru College of Technology, Coimbatore, Tamilnadu, India
3.Genetic Engineering Laboratory, Department of Biotechnology, Kumaraguru College of Technology, Coimbatore, Tamilnadu, India
4.Bioprocess and Biomaterials Lab, Department of Microbial Biotechnology, Bharathiar University, Coimbatore, Tamilnadu, India
会议名称： International Conference on Physics and Chemistry of Materials in Novel Engineering Applications
主办单位：
页码： 020010-1-020010-6
摘要： The occurrence of antibiotic compounds in the aquatic environment is considered to be an emerging issue removal of these components considered to be important and serves as an attractive case study. In this work, Amoxicillin (AX) was taken as model pollutant and removed from aqueous phase using microwave-biochar of waste cotton seeds (MBWC). MBWC was characterized by FE-SEM and BET. The effect of variables such as initial AX concentration (mg/L), MBWC amount (g), temperature and pH were investigated and experimentally designed by using central composite design under response surface methodology. In this study, considering the sample size, an ensemble model was constructed with majority voting as a decision system. Training was carried out with a 10-fold cross-validation. The optimum performance for the ensemble was observed to be Mathews correlation Coefficient as 0.674 and ROC value of 0.834. Results indicates that the adsorption of AC onto MBWC is efficiently predicted by the ensemble model developed.
分类号： O64-53
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