کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
682069 888974 2011 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Experiments and ANFIS modelling for the biodegradation of penicillin-G wastewater using anaerobic hybrid reactor
موضوعات مرتبط
مهندسی و علوم پایه مهندسی شیمی تکنولوژی و شیمی فرآیندی
پیش نمایش صفحه اول مقاله
Experiments and ANFIS modelling for the biodegradation of penicillin-G wastewater using anaerobic hybrid reactor
چکیده انگلیسی

The performance of an anaerobic hybrid reactor (AHR) for treating penicillin-G wastewater was investigated at the ambient temperatures of 30–35 °C for 245 days in three phases. The experimental data were analysed by adopting an adaptive network-based fuzzy inference system (ANFIS) model, which combines the merits of both fuzzy systems and neural network technology. The statistical quality of the ANFIS model was significant due to its high correlation coefficient R2 between experimental and simulated COD values. The R2 was found to be 0.9718, 0.9268 and 0.9796 for the I, II and III phases, respectively. Furthermore, one to one correlation among the simulated and observed values was also observed. The results showed the proposed ANFIS model was well performed in predicting the performance of AHR.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Bioresource Technology - Volume 102, Issue 9, May 2011, Pages 5492–5497
نویسندگان
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